Agents
Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning
Chao Qu, Shie Mannor, Huan Xu, Yuan Qi, Le Song, Junwu Xiong
Neural Information Processing Systems http://nips.cc/
Multiple Futures Prediction
Charlie Tang, Russ R. Salakhutdinov
Neural Information Processing Systems http://nips.cc/
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