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#Multi-Agent Systems

Showing: 105 courses
Stanford University

Why Would We Want a Multi-Agent System Unstable

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Explores Control Barrier Function methods for collision avoidance in multi-agent systems, comparing stability and effectiveness of different algorithms through simulations and vehicle experiments.
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26 Lesons
49 minutes
On-Demand
Free-Video
Devoxx

Transforming Banking with Advanced AI: GenAI, RAG, and Multi-Agent Systems

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Explore how GenAI, RAG, and Multi-Agent Systems revolutionize banking operations, customer engagement, and knowledge management through real-world applications and case studies.
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1 Lesons
51 minutes
On-Demand
Free-Video
Devoxx

Harmonizing Code and Melody: Making Electronic Music with AI and Multi-Agent Systems

0 rewiews
Explore MusicAgent: Innovative multi-agent system for composing, arranging, and producing music using Python, Sonic Pi, and LLMs. Learn live electronic music creation and AI-driven composition techniques.
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1 Lesons
51 minutes
On-Demand
Free-Video
Sam Witteveen

Introducing Swarm: OpenAI's Groundbreaking Agent Framework with Code Examples

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Explore OpenAI's Swarm framework through code examples, learning concepts and applications for multi-agent systems. Gain insights into routines, agent handoffs, context injection, and function calling.
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9 Lesons
28 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

WarpDrive: Orders of Magnitude Faster Multi-Agent Deep Reinforcement Learning on a GPU

0 rewiews
Accelerate multi-agent deep reinforcement learning with WarpDrive, an open-source framework enabling end-to-end GPU execution. Explore features like automatic GPU tuning and distributed training for improved efficiency and scalability.
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1 Lesons
56 minutes
On-Demand
Free-Video
Fields Institute

A Method to Coarse-Grain Multi-Agent Stochastic Systems with Regions of Multistability

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Dive into a mathematical oncology seminar exploring coarse-graining techniques for multi-agent stochastic systems, focusing on regions of multistability in cancer modeling.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Anyscale

Training AI for Space: Slingshot's Ray Journey - Ray Summit 2024

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Explore Slingshot Aerospace's innovative approach to managing satellites using AI and Ray-based training pipelines. Discover their multi-layered RL Gym for simulating space missions and agent training.
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1 Lesons
21 minutes
On-Demand
Free-Video
Anyscale

LlamaIndex's Vision for Intelligent AI Assistants

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Explore LlamaIndex's vision for advanced AI assistants, delving into multi-agent systems, sophisticated reasoning, and cutting-edge RAG modules for tackling complex tasks across diverse data sources.
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1 Lesons
29 minutes
On-Demand
Free-Video
Anyscale

Building an Agentic Framework for Generative AI Applications

0 rewiews
Discover how to build an agentic framework for GenAI applications, focusing on RAG-centric approaches, multilingual queries, and real-time data processing for enhanced customer assistance.
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1 Lesons
32 minutes
On-Demand
Free-Video
GERAD Research Center

Consensus and Dissensus in Multi-population Multi-agent Systems

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Explorez les jeux à champ moyen dans les systèmes multi-agents, en mettant l'accent sur les équilibres de Nash et les algorithmes d'apprentissage pour les scénarios de consensus et de dissensus.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
GERAD Research Center

A Bottom-Up Approach to Socially Optimal Discrete Choices Under Congestion

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Explorez une approche ascendante pour optimiser les choix discrets socialement optimaux en situation de congestion, avec applications à l'évacuation de foules et à la robotique.
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1 Lesons
51 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

An Alternative View on AI: Collaborative Learning, Incentives, and Social Welfare - Lecture 2

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Explore collaborative AI systems where intelligence emerges from agent interactions. Discusses economic incentives, social welfare, and dynamics in learning-based systems beyond traditional autonomous AI paradigms.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Math TAU

Learning Efficiency of Multi-Agent Information Structures

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Explore multi-agent information structures and their learning efficiency in game theory, presented by Mira Frick at the One-World Mathematical Game Theory Seminar.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Simons Institute

Stochastic Games with Neural Perception Mechanisms

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Explore strategic reasoning in multi-agent systems using partially-observable stochastic games and neural perception mechanisms for optimal strategy synthesis in complex environments.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
GERAD Research Center

Connections between POMDPs and Partially Observed N-Player Mean-Field Games

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Explore connections between POMDPs and partially observed n-player mean-field games. Gain insights into discrete-time models, mean-field observability, and equilibrium existence in symmetric settings.
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1 Lesons
58 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Reverse-Engineering Human Cooperation

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Explore computational models of human cooperation, integrating Bayesian learning and game theory to understand social intelligence and design cooperative AI systems.
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1 Lesons
57 minutes
On-Demand
Free-Video
Cooperative AI Foundation

Game Theory and Machine Learning for Addressing Societal Challenges

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Explore game theory and machine learning applications for societal challenges. Learn from Fei Fang's expertise in AI, multi-agent systems, and their impact on security, sustainability, and mobility.
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1 Lesons
56 minutes
On-Demand
Free-Video
Cooperative AI Foundation

Distributed Computing Meets Game Theory

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Explore the intersection of distributed computing and game theory, examining their synergies and applications in multi-agent systems and decision-making processes.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Fields Institute

Optimal Execution for N Traders with Transient Price Impact

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Explore optimal execution strategies for multiple traders facing transient price impact in financial markets. Gain insights into mathematical models and their applications in trading.
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1 Lesons
51 minutes
On-Demand
Free-Video
GERAD Research Center

Guaranteed Cost Equilibrium in Infinite Horizon Linear-Quadratic Differential Games - Seminar

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Explore output feedback guaranteed cost equilibrium in infinite-horizon linear-quadratic differential games, focusing on applications in engineering and multi-agent systems.
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1 Lesons
54 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

An Alternative View on AI: Collaborative Learning, Incentives, Social Welfare, and Dynamics - Lecture 3

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Exploring AI beyond autonomous agents: collaborative learning, incentives, and social dynamics in AI systems, emphasizing intelligence as a property of entire systems rather than individual entities.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Cooperative AI Foundation

How to Do Research That Matters

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Discover strategies for conducting impactful research in AI safety and cooperation, focusing on multi-agent systems and responsible technology development.
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1 Lesons
34 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Lagrangian, Eulerian and Kantorovich Formulations of Multi-Agent Optimal Control

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Explore Lagrangian, Eulerian, and Kantorovich formulations of multi-agent optimal control in this mathematical conference talk by Giuseppe Savaré.
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1 Lesons
46 minutes
On-Demand
Free-Video
Tech with Tim

Advanced Python Multi-Agent AI Development with RAG, Streamlit, and Langflow

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Master advanced Python AI development by building a multi-agent system using Langflow, Streamlit, and AstraDB. Create interactive applications with multiple LLMs, task routing, and a user-friendly frontend interface.
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14 Lesons
1 hour 48 minutes
On-Demand
Free-Video
Anyscale

Fighting Fire with Algorithms - Lockheed's Reinforcement Learning-Based Wildfire Solution

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Discover how Lockheed Martin uses deep reinforcement learning to revolutionize wildfire management through an AI-powered decision support system that achieves 80% containment success in simulated scenarios.
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1 Lesons
13 minutes
On-Demand
Free-Video
Data Science Conference

Modeling Communication Flows in Multiagent Systems

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Explore formal specification of agent communication flows using process algebra and the Awkward πnguin framework, with practical demonstrations of generating functional multiagent systems.
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1 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Data Science Conference

Engineering Intelligence Through Agent Interaction - From RPA to Agentic Process Automation

0 rewiews
Explore how Generative AI transforms robotic process automation into agent-based systems, focusing on intelligent solutions for digital workflows and the challenges of engineering complex automated systems.
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1 Lesons
29 minutes
On-Demand
Free-Video
Discover AI

Multi-Agent Function Calling with Large Language Models - Building AI Agents

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Dive into building AI agents using OpenAI's function calling capabilities and GPT-4, learning to integrate external APIs without LangChain for streamlined development and enhanced functionality.
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1 Lesons
29 minutes
On-Demand
Free-Video
Discover AI

LLM as Next-Generation Operating System - Memory Augmented Systems and Continuous Chat

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Explore how memory-augmented LLMs can revolutionize operating systems, focusing on multi-AI integration and continuous chat capabilities for next-generation computing architectures.
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1 Lesons
33 minutes
On-Demand
Free-Video
Discover AI

Multi-Agent AI Systems with AutoGen - Complete Code Tutorial

0 rewiews
Dive into Microsoft's AutoGen framework, exploring multi-agent AI systems through practical code examples, communication protocols, and agent control mechanisms for advanced LLM applications.
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1 Lesons
36 minutes
On-Demand
Free-Video
Discover AI

LLM-augmented Autonomous Agents - Achieving Goals with One Prompt Without LangChain

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Discover how to orchestrate multiple AI agents using advanced prompt engineering, enabling complex task resolution through collaborative interactions and digital twin simulations - no LangChain required.
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1 Lesons
28 minutes
On-Demand
Free-Video
Discover AI

Reinforcement Learning: From Policy Optimization to Multi-Agent Systems

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Explore reinforcement learning fundamentals, from reward systems and policy optimization to transformer architectures in robotics and multi-agent systems, with practical implementation insights.
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15 Lesons
34 minutes
On-Demand
Free-Video
Discover AI

Multi AI-Agents Reasoning with LLMs - Python Code Examples

0 rewiews
Master the creation and implementation of multi-agent LLM systems in Python, from basic agent coding to complex hierarchical reasoning structures using GPT-4, including practical examples and real-world applications.
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1 Lesons
41 minutes
On-Demand
Free-Video
Discover AI

AI Swarm Intelligence: Multi-Agent Ecosystem for Decentralized Autonomous Systems

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Explore swarm intelligence and multi-agent reinforcement learning systems, focusing on decentralized control, asynchronous decision-making, and real-world applications in urban environments and drone networks.
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13 Lesons
58 minutes
On-Demand
Free-Video
Discover AI

SciAgents and AI Research Idea Generation - Comparing Stanford and MIT Approaches

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Explore groundbreaking research from Stanford and MIT on AI agents' capabilities in scientific discovery, idea generation, and knowledge graph reasoning, with practical Python implementations.
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11 Lesons
43 minutes
On-Demand
Free-Video
Discover AI

Collaborative Multi-Agent LLMs for Mixed-Autonomy Traffic - CoMAL Framework

0 rewiews
Explore how CoMAL framework enables autonomous vehicles to collaborate through LLM-powered reasoning, role assignment, and real-time coordination for safer and more efficient mixed-autonomy traffic systems.
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1 Lesons
25 minutes
On-Demand
Free-Video
Discover AI

Task-Optimized Multi-Agent Communication Protocols with G-Designer

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Explore the G-Designer framework for optimizing multi-agent AI communication through Graph Neural Networks, focusing on efficiency, scalability, and robust topology design.
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14 Lesons
49 minutes
On-Demand
Free-Video
Discover AI

Multi-Agent Orchestration System Design and Implementation

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Dive into OpenAI's multi-agent orchestration system, exploring how routines, tools, and handoffs enable dynamic AI interactions for customer service and sales automation through practical code implementation.
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1 Lesons
21 minutes
On-Demand
Free-Video
Discover AI

AGENTiGraph: Integrating LLM-based Multi-Agent Systems with Knowledge Graphs

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Explore how AGENTiGraph combines seven specialized AI agents with knowledge graphs to enhance LLM capabilities, focusing on entity mapping, reasoning, and complex query handling.
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8 Lesons
24 minutes
On-Demand
Free-Video
Discover AI

Multi-Agent Dynamics with Self-Play Reinforcement Learning

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Explore how self-play techniques in multi-agent reinforcement learning revolutionize game theory, enabling AI agents to develop advanced strategies through autonomous learning and competition.
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1 Lesons
36 minutes
On-Demand
Free-Video
Discover AI

Strategic Deviations in Multi-Agent Imitation Learning: From Value Optimization to Regret Analysis

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Delve into the complex dynamics of multi-agent AI systems, exploring strategic deviations, regret gaps, and equilibrium concepts in imitation learning through practical applications and mathematical frameworks.
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8 Lesons
38 minutes
On-Demand
Free-Video
Discover AI

Multi-Agent AI Coordination and Pathfinding Using Cooperative Reward Shaping

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Discover how multiple AI agents coordinate actions through Reinforcement Learning, from pathfinding algorithms to practical applications in transport, underwater networks, and space exploration.
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1 Lesons
35 minutes
On-Demand
Free-Video
Discover AI

Multi-Agent and Multi-Modal AI for Physics-Based Material Design and Discovery

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Discover how AtomAgents, a multi-agent AI system, revolutionizes material science through physics-based modeling and advanced machine learning for efficient alloy design and analysis.
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1 Lesons
32 minutes
On-Demand
Free-Video
Discover AI

Monte Carlo and Bayesian Networks for AI Agent Decision Making

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Explore advanced probabilistic frameworks combining Dynamic Bayesian Networks and Monte Carlo methods to enhance AI agent decision-making in complex, high-dimensional environments through practical implementations.
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9 Lesons
32 minutes
On-Demand
Free-Video
Discover AI

Automated Design of AI Agents Using ADAS Framework

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Explore the cutting-edge framework for self-designing AI agents, featuring automated architecture generation, peer evaluation systems, and iterative refinement processes for enhanced problem-solving capabilities.
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12 Lesons
35 minutes
On-Demand
Free-Video
Discover AI

Understanding AI Agents - From Basic Concepts to Multi-Agent Systems

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Explore AI agents from basic concepts to advanced implementations, covering memory systems, planning capabilities, tool usage, and multi-agent configurations with practical Python examples and real-time demonstrations.
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18 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Discover AI

Robotics Policy Optimization for Multi-Agent Drone Swarms Using Game Theory

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Explore advanced reinforcement learning applications in optimizing taxi fleets and drone swarms, focusing on multi-agent systems and environmental interaction strategies.
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1 Lesons
15 minutes
On-Demand
Free-Video
Discover AI

Agent-based Mixture of Experts and LLM-augmented Autonomous Agents - A Tutorial on Dynamic Expert Generation

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Discover how to create specialized AI expert agents through dynamic prompting, enabling tailored solutions for complex tasks from code generation to artistic design using LLM-augmented systems.
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3 Lesons
12 minutes
On-Demand
Free-Video
Discover AI

Reasoning and Tools Framework for AI Forecasting - A New Approach

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Discover how advanced AI forecasting combines reasoning capabilities with real-time data through the RTF framework, enabling precise predictions across finance, weather, and material science domains.
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9 Lesons
20 minutes
On-Demand
Free-Video
echohive

Multi-Agent AutoGen and Group Chat Implementations - Step-by-Step Walkthrough

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Step-by-step guide to implementing Multi Agent AutoGen and Group Chat interactions using Microsoft's library, with focus on GPT-4 integration, Docker setup, and code execution.
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5 Lesons
24 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Population-Based Methods for Single- and Multi-Agent Reinforcement Learning - Lecture

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Explore population-based methods for reinforcement learning, including MeanQ for single-agent scenarios and XDO for multi-agent adversarial environments. Gain insights into ensemble techniques and game theory applications.
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25 Lesons
51 minutes
On-Demand
Free-Video
Bolei Zhou

Modeling Conceptual Understanding in Image Reference Games - CVPR 2020 Tutorial

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Explore image reference games, conceptual understanding modeling, and machine theory of mind in this tutorial on interpretable vision and multi-agent communication.
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18 Lesons
31 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

AI- From Algorithms to Ethics - ACM WomENcourage 2020

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Explore AI agents designed for human interaction, combining machine learning, behavioral models, and game theory. Learn about applications in emergency triage and evaluation methodologies.
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9 Lesons
34 minutes
On-Demand
Free-Video
Simons Institute

Multi-Agent Reinforcement Learning - Part II

0 rewiews
Explore advanced concepts in multi-agent reinforcement learning, including equilibrium, rewards, and techniques like Q-value and no-regret learning. Gain insights into challenges and applications in AI and game theory.
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20 Lesons
1 hour
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Natasha Jaques - Social Reinforcement Learning - IPAM at UCLA

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Explore social reinforcement learning, multi-agent RL, and environment generation for AI assistants. Discover techniques for generalization, transfer, and web navigation in intelligent systems.
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12 Lesons
28 minutes
On-Demand
Free-Video
Linux Foundation

A New Stack for the Generative AI Era

0 rewiews
Explore the future of Generative AI technology, including autonomous agents, human-like memory integration, and multi-model systems in this insightful talk on emerging AI stacks.
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1 Lesons
39 minutes
On-Demand
Free-Video
Alan Turing Institute

The Future of Generative AI

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Explore the potential of generative AI to revolutionize communication, learning, and work. Discuss possibilities, challenges, and societal impacts with AI expert Professor Michael Wooldridge.
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1 Lesons
1 hour 38 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Swarm Performance of Heterogeneous Multi-Agent Systems Across Scales

0 rewiews
Explore swarm behavior in multi-agent systems, focusing on heterogeneity's impact on micro-scale interactions and macro-scale performance across various domains like transportation and disaster response.
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1 Lesons
57 minutes
On-Demand
Free-Video
Data Science Dojo

LangGraph and Langchain: Revolutionizing Information Access

0 rewiews
Explore LangGraph & Langchain's potential to revolutionize information access. Learn key features, benefits, and enterprise use cases through hands-on demos and multi-agent collaboration examples.
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7 Lesons
55 minutes
On-Demand
Free-Video
Data Science with Harshit

Microsoft Autogen vs CrewAI - Comparison and Use Case Analysis

0 rewiews
Comparative analysis of Microsoft's Autogen and CrewAI frameworks, exploring their capabilities, performance, and scalability across diverse use cases and agent interactions.
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9 Lesons
32 minutes
On-Demand
Free-Video
Alan Turing Institute

The Role of Multi-Agent Learning in Artificial Intelligence Research at DeepMind

0 rewiews
Explore multi-agent learning in AI research, focusing on cooperation among self-interested agents and the AlphaGo project's breakthrough in defeating top Go players using self-play algorithms.
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28 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Devoxx

Harmonizing Code and Melody: Making Electronic Music with AI and Programming

0 rewiews
Explore MusicAgent: Compose, arrange, and produce electronic music using Python, Sonic Pi, and AI. Control the entire creation process from concept to recording, including album art generation.
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1 Lesons
30 minutes
On-Demand
Free-Video
Simons Institute

Interpreting Emergent Communication in Nonhuman Species

0 rewiews
Explore techniques for decoding and interpreting emergent communication patterns in non-human species, with insights from cutting-edge research and AI applications.
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1 Lesons
49 minutes
On-Demand
Free-Video
EuroPython Conference

Developing a Real-Time Automated Trading Platform with Python

0 rewiews
Aprenda a desarrollar una plataforma de trading automatizado en tiempo real utilizando Python, explorando sistemas multiagente, procesamiento de datos y visualización con herramientas como ZeroMQ, NumPy y PyQtGraph.
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1 Lesons
41 minutes
On-Demand
Free-Video
Snorkel AI

How Numbers Station Combines LLM, RAG, and Domain Knowledge for AI-Driven Data Analysis

0 rewiews
Leverage AI for comprehensive data analysis by combining structured and unstructured data, using multi-agent systems, and building AI-powered assistants for actionable insights.
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1 Lesons
19 minutes
On-Demand
Free-Video
David Shapiro ~ AI

Billions of Agents - A Sneak Preview of the Future

0 rewiews
Explore the future landscape shaped by billions of AI agents, offering insights into potential societal and technological transformations.
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1 Lesons
23 minutes
On-Demand
Free-Video
Venelin Valkov

Build an AI Social Media Content Generator with LangGraph and Llama 3.1 - Tutorial

0 rewiews
Transform technical content into engaging social media posts using LangChain and Groq. Build a multi-agent AI system, generate and refine content, implement AI-driven critiques, and visualize workflows with LangGraph.
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9 Lesons
20 minutes
On-Demand
Free-Video
The Julia Programming Language

RxEnvironments - Reactive Multi-Agent Environments

0 rewiews
Explore reactive programming for multi-agent environments in Julia. Learn to model complex agent-environment interactions using RxEnvironments.jl, overcoming limitations of traditional reinforcement learning frameworks.
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1 Lesons
25 minutes
On-Demand
Free-Video
IBM

How to Build a Multi-Agent AI System Using Large Language Models

0 rewiews
Learn to create specialized AI agents using Large Language Models for task automation, from task creation to keynote speech generation.
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1 Lesons
19 minutes
On-Demand
Free-Video
Databricks

Portfolio Management Using Multi-Agent Reinforcement Learning

0 rewiews
Explore automated stock portfolio management using Deep Learning Reinforcement and innovative indicators like news sentiment scores, enhancing trading productivity and profitability.
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1 Lesons
18 minutes
On-Demand
Free-Video
Mervin Praison

Creating and Publishing Multiple AI Agents to Production with Praison AI

0 rewiews
Simplify AI agent creation and management with Praison AI, a low-code solution merging Autogen and Crew AI functionalities. Create powerful agents using a single page of text and deploy easily to Google Cloud.
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8 Lesons
11 minutes
On-Demand
Free-Video
Discover AI

PDL: A Declarative Language for Smarter and Faster LLM Programming

0 rewiews
Discover how PDL revolutionizes prompt programming with a declarative YAML-based approach, enabling modular, reusable patterns for enhanced LLM interactions and sophisticated application development.
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13 Lesons
32 minutes
On-Demand
Free-Video
Discover AI

Multi-Agent AI Systems: From Imitation Learning to Markov Game Theory

0 rewiews
Explore advanced game theory concepts in multi-agent AI systems, covering investment strategies, cybersecurity applications, and the evolution from reinforcement learning to imitation learning frameworks.
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9 Lesons
36 minutes
On-Demand
Free-Video
Data Science Conference

Multi-agent AI Systems: From Simple Rules to Complex Problem Solving

0 rewiews
Explore how multi-agent AI systems offer a practical alternative to large-scale models, enabling flexible, explainable, and efficient solutions for real-world problems through distributed intelligence.
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1 Lesons
40 minutes
On-Demand
Free-Video
Data Science Festival

Building Intelligent Systems with MoE, Multimodality, and Crowd of Agents

0 rewiews
Explore advanced AI systems using MoE, multimodality, and agent crowds. Learn techniques for building composite intelligent systems beyond single algorithms or models.
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1 Lesons
47 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Outracing Champion Gran Turismo Drivers With Deep Reinforcement Learning

0 rewiews
Explore deep reinforcement learning techniques used to train AI agents that outperform world-class e-sports drivers in Gran Turismo racing simulations.
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1 Lesons
37 minutes
On-Demand
Free-Video
Cooperative AI Foundation

Aligning AI to Everyone via Reinforcement Learning

0 rewiews
Explore reinforcement learning techniques for aligning AI with human values, fostering cooperation and trust in intelligent decision-making systems.
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1 Lesons
51 minutes
On-Demand
Free-Video
Cooperative AI Foundation

RLHF: How to Learn from Human Feedback with Reinforcement Learning

0 rewiews
Explore reinforcement learning techniques for incorporating human feedback in AI systems, enhancing multi-agent and human-AI interactions in social contexts.
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1 Lesons
59 minutes
On-Demand
Free-Video
Cooperative AI Foundation

Concordia Contest 2024 - Basic Agent Development Tutorial

0 rewiews
Develop cooperative AI agents for text-based environments using the Concordia framework. Advance language model intelligence in open-ended worlds similar to tabletop RPGs.
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1 Lesons
36 minutes
On-Demand
Free-Video
Cooperative AI Foundation

Self-Play in Artificial Intelligence - Lecture by Noam Brown

0 rewiews
Explore advanced AI techniques in imperfect-information games, focusing on self-play algorithms and their applications in poker and beyond.
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1 Lesons
56 minutes
On-Demand
Free-Video
Data Centric

LLM Projects - A Quick Tutorial on Multi-Agent Workflows with AutoGen

0 rewiews
Explore multi-agent workflows using AutoGen framework for RAG-based question answering with Wikipedia integration. Learn to implement and leverage this powerful approach for dynamic information retrieval.
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1 Lesons
47 minutes
On-Demand
Free-Video
Data Centric

AutoGen: Hype vs. Reality - Limitations for Real-World Applications

0 rewiews
Explore AutoGen's capabilities and limitations in multi-agent workflows, distinguishing hype from reality. Gain insights into its potential and current constraints for real-world applications.
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5 Lesons
39 minutes
On-Demand
Free-Video
Data Centric

Why I'm Staying Away from Crew AI - A Critical Analysis

0 rewiews
Explore limitations of Crew AI for production, understand multi-hop questions, and learn alternative approaches for building AI applications. Gain insights on future multi-agent frameworks.
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6 Lesons
54 minutes
On-Demand
Free-Video
Krish Naik

Getting Started with LangGraph - Building Stateful Multi-AI Agents - Tutorial 1

0 rewiews
Learn to create stateful, multi-actor LLM applications using LangGraph. Explore graph structure, state management, and coordination for sophisticated agent runtimes extending LangChain capabilities.
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1 Lesons
40 minutes
On-Demand
Free-Video
Krish Naik

End-to-End Multi AI Agents RAG with LangGraph, AstraDB, and Llama 3.1

0 rewiews
Explore multi-agent AI systems using LangGraph, AstraDB, and Llama 3.1. Learn to build advanced RAG applications with vector databases and open-source models.
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1 Lesons
46 minutes
On-Demand
Free-Video
Simons Institute

Multi-agent Games with Finite-horizon Goals

0 rewiews
Explore complexity in multi-agent systems with finite-horizon goals, examining mathematical properties, use cases, and representation challenges in game theory and distributed systems analysis.
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1 Lesons
45 minutes
On-Demand
Free-Video
Arm Software Developers

Using Unity's Machine Learning Agents on Arm for Game Character Training

0 rewiews
Explore Unity's ML-Agents for intelligent game characters on Arm devices. Train agents using reinforcement learning for single and multi-agent scenarios in games and apps.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Montreal Robotics

Practical Reinforcement Learning with Robots

0 rewiews
Explore practical reinforcement learning for robotics, covering environment design in simulation and real-world applications, with insights on implementing RL in robotic systems.
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1 Lesons
1 hour 54 minutes
On-Demand
Free-Video
Cooperative AI Foundation

Opponent-Shaping and Interference in General-Sum Games

0 rewiews
Explore opponent-shaping and interference in general-sum games, delving into multi-agent reinforcement learning and its applications in AI research.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Cooperative AI Foundation

Learning to Cooperate and Compete via Self Play

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Explore AI strategies for cooperation and competition through self-play, featuring insights from poker AI breakthroughs and their broader implications.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Studying the Behavior of Generative AI-Based Agents in Multi-Agent Systems

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Explore generative AI-based agents in multi-agent systems using Concordia library. Learn about language-mediated simulations, flexible component systems, and the Game Master concept for diverse research applications.
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1 Lesons
1 hour 1 minute
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Free-Video
MLOps.community

Managing Small Knowledge Graphs for Multi-agent Systems - MLOps Podcast #236

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Explore knowledge graph management for multi-agent systems, focusing on structural grounding, selective improvement, and end-to-end reliability. Learn strategies to enhance RAG accuracy and repeatability in AI pipelines.
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19 Lesons
1 hour 5 minutes
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Free-Video
Uncertainty in Artificial Intelligence

The Power of Cooperation in Networks of Learning Agents - Keynote Talk

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Explore the power of cooperation in agent networks for enhanced learning, focusing on performance bounds and online learning scenarios.
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1 Lesons
1 hour 3 minutes
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Free-Video
Data Science Dojo

Multi-Agent Frameworks for LLM Applications: From Theory to Implementation

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Discover how to build advanced LLM applications using LangGraph for multi-agent collaboration, enabling specialized task handling and improved workflow management through practical demonstrations and hands-on exercises.
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9 Lesons
56 minutes
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Free-Video
Sam Witteveen

Understanding Microsoft's Magnetic-One: A Generalist Multi-Agent AI System

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Explore Microsoft's Magentic-One system, a generalist multi-agent framework that tackles complex tasks through unified code and prompts, with practical demonstrations and architectural insights.
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8 Lesons
17 minutes
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Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Adversarial Intelligence in Natural and Artificial Systems

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Explore the dynamics of adversarial intelligence through genetic programming and coevolutionary algorithms, focusing on designing competitive AI agents and simulating strategic rivalries.
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1 Lesons
53 minutes
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Free-Video
Discover AI

Emergence of AI Agent Individuality and Social Behavior Through MBTI Personalities

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Explore how AI agents spontaneously develop distinct personalities, social behaviors, and collective intelligence through natural language interactions in a groundbreaking research study.
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13 Lesons
31 minutes
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Free-Video
Microsoft

Lessons from Toyota for Building Durable Multi-Agent Copilots

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Discover how Toyota leverages GenAI and Azure technologies to revolutionize powertrain development through multi-agent systems, enhancing engineering efficiency and vehicle design innovation.
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1 Lesons
42 minutes
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Free-Video
Institute for Pure & Applied Mathematics (IPAM)

A Collective Intelligence Framework for Cloud Security

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Discover how multi-agent systems and collective intelligence can revolutionize cloud security through collaborative threat detection, vulnerability assessment, and incident response in distributed environments.
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1 Lesons
33 minutes
On-Demand
Free-Video
Microsoft

Introducing Azure AI Foundry Agent Service to Scale Your AI Agents - BRK102

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Discover how Azure AI Foundry Agent Service enables scalable AI agent integration, featuring real-world examples from Thermo Fisher's multi-agent system and practical implementation strategies.
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1 Lesons
45 minutes
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Free-Video