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#Deep Q-Learning

Showing: 7 courses

Reinforcement Learning

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Explore Q-learning, deep Q networks, and reinforcement learning environments through hands-on tutorials and practical implementations.
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6 Lesons
3 hours 30 minutes
On-Demand
Free-Video
TensorFlow

TF-Agents - A Flexible Reinforcement Learning Library for TensorFlow

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Explore TF-Agents, a flexible Deep Reinforcement Learning library for TensorFlow. Learn about recent advancements, implementation techniques, and how to jumpstart your RL projects using this modular open-source tool.
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5 Lesons
39 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
Steve Brunton

Overview of Deep Reinforcement Learning Methods

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Comprehensive exploration of deep reinforcement learning techniques, including Q-learning, actor-critic methods, policy networks, and gradient optimization for advanced AI decision-making and control systems.
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6 Lesons
25 minutes
On-Demand
Free-Video
Yannic Kilcher

Q-Learning: From Basics to Deep Q-Networks

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Explore Q-Learning fundamentals, from Markov Decision Processes to Deep Q-Networks, in this comprehensive overview of reinforcement learning concepts and applications.
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7 Lesons
46 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

AI-Aided Design of Novel Inhibitors Against SARS-CoV-2

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Explore AI-driven drug design for SARS-CoV-2, focusing on 3CLpro inhibitors. Learn about deep Q-learning networks, fragment-based design, and structure-based optimization for developing potential lead compounds.
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1 Lesons
36 minutes
On-Demand
Free-Video
NDC Conferences

Reinforcement Learning - Pac-Man

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Explore reinforcement learning through building a Pac-Man-beating agent. Gain insights into Q-learning, deep Q-learning with neural networks, and practical implementation using libraries like Keras.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video