Dave Churchill
Intro to Artificial Intelligence - RL Monte Carlo Methods - Lecture 18
Explore Monte Carlo methods in reinforcement learning, applying algorithmic techniques to solve AI problems in gaming environments.
YouTube1 hour 8 minutesSelf-pacedFree video
Center for Language & Speech Processing(CLSP), JHU
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo
Explore advanced probabilistic inference techniques for Large Language Models using Sequential Monte Carlo methods, focusing on safety, capability enhancement, and evaluation frameworks.
YouTube1 hour 1 minuteSelf-pacedFree video
Centrum Fizyki Teoretycznej PAN
A Monte Carlo Method for Stationary Solutions of General-Relativistic Vlasov Systems
Delve into Monte Carlo methods for solving general-relativistic Vlasov equations, exploring particle trajectory analysis and applications in black hole accretion models.
YouTube1 hour 11 minutesSelf-pacedFree video