1 code implementation • 18 Oct 2022 • Stephen Zhao, Chris Lu, Roger Baker Grosse, Jakob Nicolaus Foerster
This problem is especially pronounced in the opponent modeling setting, where the opponent's policy is unknown and must be inferred from observations; in such settings, LOLA is ill-specified because behaviorally equivalent opponent policies can result in non-equivalent updates.
2 code implementations • ICML 2020 • Silviu Pitis, Harris Chan, Stephen Zhao, Bradly Stadie, Jimmy Ba
What goals should a multi-goal reinforcement learning agent pursue during training in long-horizon tasks?