Week 13: AlphaStar, Offline RL, Transformers in RL

Vinyals et al, Grandmaster level in Starcraft II using multi-agent reinforcement learning, Nature 2019.

Lili Chen*, Kevin Lu*, Rajeswaran, Lee, Grover, Laskin, Abbeel, Srinivas, Mordatch, Decision Transformer: Reinforcement Learning via Sequence Modeling, NeurIPS 2021.

Sergey Levine, Aviral Kumar, George Tucker, Justin Fu, Offline RL: Tutorial, Review, Perspective on Open Problems, 2020.