Trust Region Bounds for Decentralized PPO Under Non-stationarity
暂无分享,去创建一个
[1] Yaodong Yang,et al. Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning , 2021, ICLR.
[2] Ying Wen,et al. A Game-Theoretic Approach to Multi-Agent Trust Region Optimization , 2021, DAI.
[3] Yu Wang,et al. The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games , 2021, NeurIPS.
[4] Christopher Amato,et al. Contrasting Centralized and Decentralized Critics in Multi-Agent Reinforcement Learning , 2021, AAMAS.
[5] Shimon Whiteson,et al. Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge? , 2020, ArXiv.
[6] Haibo He,et al. Multi-Agent Trust Region Policy Optimization , 2020, IEEE transactions on neural networks and learning systems.
[7] Filippos Christianos,et al. Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning , 2019, ArXiv.
[8] Shimon Whiteson,et al. The StarCraft Multi-Agent Challenge , 2019, AAMAS.
[9] Shimon Whiteson,et al. QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning , 2018, ICML.
[10] Alec Radford,et al. Proximal Policy Optimization Algorithms , 2017, ArXiv.
[11] Joel Z. Leibo,et al. Value-Decomposition Networks For Cooperative Multi-Agent Learning , 2017, ArXiv.
[12] Yi Wu,et al. Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments , 2017, NIPS.
[13] Pieter Abbeel,et al. Constrained Policy Optimization , 2017, ICML.
[14] Shimon Whiteson,et al. Counterfactual Multi-Agent Policy Gradients , 2017, AAAI.
[15] Mykel J. Kochenderfer,et al. Cooperative Multi-agent Control Using Deep Reinforcement Learning , 2017, AAMAS Workshops.
[16] Frans A. Oliehoek,et al. A Concise Introduction to Decentralized POMDPs , 2016, SpringerBriefs in Intelligent Systems.
[17] Michael I. Jordan,et al. Trust Region Policy Optimization , 2015, ICML.
[18] Sean Luke,et al. Cooperative Multi-Agent Learning: The State of the Art , 2005, Autonomous Agents and Multi-Agent Systems.
[19] John Langford,et al. Approximately Optimal Approximate Reinforcement Learning , 2002, ICML.
[20] Hongyuan Zha,et al. Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition , 2021, ArXiv.
[21] Vijay R. Konda,et al. Actor-Critic Algorithms , 1999, NIPS.