Reinforcement Learning for Stochastic Networks, Toulouse

Session

Keynote: Christina Lee Yu (Cornell University)

Jun 18, 2024, 11:00 AM

Amphi B00 (ENSEEIHT)

77. Exploiting Structure In Reinforcement Learning

6/18/24, 11:00 AM

Abstract: While reinforcement learning has achieved impressive success in applications such as game-playing and robotics, there is work yet to be done to make RL truly practical for optimizing policies for real-world systems. In particular, many systems exhibit clear structure that RL algorithms currently don't know how to exploit efficiently. As a result, domain-specific heuristics often...