Talks
Fall 2022

Foundations of RL

Tuesday, August 23rd, 2022, 11:00 am12:00 pm

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Speaker: 

Rayadurgam Srikant (University of Illinois Urbana-Champaign)

Location: 

Calvin Lab Auditorium

This part of the tutorial will build upon the first part of the tutorial on MDPs and focus on reinforcement learning. We will present three algorithms: TD learning, Q-Learning and Natural Policy Gradient, and outline the key ideas behind obtaining finite-time performance bounds for each of these algorithms.