multi-agent reinforcement learning

Pessimism Meets Invariance: Provably Efficient Offline Mean-Field Multi-Agent RL NeurIPS 2021 PettingZoo: Gym for Multi-Agent Reinforcement Learning NeurIPS 2021 QPLEX: Duplex Dueling Multi-Agent Q-Learning ICLR 2021 Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021 Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning IJCAI 2021 Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive Law AAAI 2021 Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition AAAI 2021 RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents NeurIPS 2021 RODE: Learning Roles to Decompose Multi-Agent Tasks ICLR 2021 Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot ICML 2021 Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing ICML 2021 Settling the Variance of Multi-Agent Policy Gradients NeurIPS 2021 Solving Common-Payoff Games with Approximate Policy Iteration AAAI 2021 Stabilizing Q Learning Via Soft Mellowmax Operator AAAI 2021 Strategically efficient exploration in competitive multi-agent reinforcement learning UAI 2021 Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning NeurIPS 2021 Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning ICML 2021 The Emergence of Individuality ICML 2021 Thompson sampling for Markov games with piecewise stationary opponent policies UAI 2021 Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization NeurIPS 2021 UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning ICML 2021 UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers ICLR 2021 Value-Decomposition Multi-Agent Actor-Critics AAAI 2021 Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems NeurIPS 2021 VAST: Value Function Factorization with Variable Agent Sub-Teams NeurIPS 2021