multi-agent reinforcement learning

Reinforcement learning in many-agent settings under partial observability UAI 2022 Reinforcement Learning under a Multi-agent Predictive State Representation Model: Method and Theory ICLR 2022 Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL NeurIPS 2022 ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization NeurIPS 2022 Restless and uncertain: Robust policies for restless bandits via deep multi-agent reinforcement learning UAI 2022 Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning NeurIPS 2022 Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning ICML 2022 Sample-Efficient Reinforcement Learning of Partially Observable Markov Games NeurIPS 2022 Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs NeurIPS 2022 Self-Organized Group for Cooperative Multi-agent Reinforcement Learning NeurIPS 2022 Self-Organized Polynomial-Time Coordination Graphs ICML 2022 Shield Decentralization for Safe Multi-Agent Reinforcement Learning NeurIPS 2022 Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System CoRL 2022 Society of Agents: Regret Bounds of Concurrent Thompson Sampling NeurIPS 2022 Sound Adversarial Audio-Visual Navigation ICLR 2022 SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning NeurIPS 2022 Surprise Minimizing Multi-Agent Learning with Energy-based Models NeurIPS 2022 The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces ICML 2022 The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games NeurIPS 2022 Toward Policy Explanations for Multi-Agent Reinforcement Learning IJCAI 2022 Towards a Standardised Performance Evaluation Protocol for Cooperative MARL NeurIPS 2022 Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning NeurIPS 2022 Trading off Utility, Informativeness, and Complexity in Emergent Communication NeurIPS 2022 Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing NeurIPS 2022 Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning ICLR 2022