Agents
No-Press Diplomacy: Modeling Multi-Agent Gameplay
Philip Paquette, Yuchen Lu, SETON STEVEN BOCCO, Max Smith, Satya O.-G., Jonathan K. Kummerfeld, Joelle Pineau, Satinder Singh, Aaron C. Courville
Neural Information Processing Systems http://nips.cc/
HeterogeneousSkillLearningforMulti-agent Tasks
Meanwhile, diverseskill-based policies are generated through a novel skill-based policy learning method. To promote efficient skill discovery, a mutual information based intrinsic reward function is constructed.
ed91353f700d113e5d848c7e04a858b0-Paper-Conference.pdf
Definition 1.Let p (r) := P s,ap (r|s, a), p (rc|s, a) := P
Policy Evaluation with Latent Confounders via Optimal Balance
Neural Information Processing Systems http://nips.cc/
Depth-Limited Solving for Imperfect-Information Games
Noam Brown, Tuomas Sandholm, Brandon Amos
Neural Information Processing Systems http://nips.cc/
Higher-Order Uncoupled Dynamics Do Not Lead to Nash Equilibrium -- Except When They Do
The framework of multi-agent learning explores the dynamics of how an agent's