Multi-Agent Systems

Learning Nash Equilibria in Zero-Sum Stochastic Games via Entropy-Regularized Policy Approximation IJCAI 2021 Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization NeurIPS 2021 Learning While Playing in Mean-Field Games: Convergence and Optimality ICML 2021 Logical Team Q-learning: An approach towards factored policies in cooperative MARL AISTATS 2021 Mean Field Games Flock! The Reinforcement Learning Way IJCAI 2021 MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative Tasks IJCAI 2021 Minimax sample complexity for turn-based stochastic game UAI 2021 Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts IJCAI 2021 Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games AAAI 2021 Motivating Physical Activity via Competitive Human-Robot Interaction CoRL 2021 Multi-agent Approach to Resource Allocation in Autonomous Vehicle Fleets IJCAI 2021 Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks NeurIPS 2021 Multi-Agent Reinforcement Learning for Automated Peer-to-Peer Energy Trading in Double-Side Auction Market IJCAI 2021 Multi-agent Reinforcement Learning for Decentralized Coalition Formation Games AAAI 2021 Multi-Agent Reinforcement Learning in Stochastic Networked Systems NeurIPS 2021 Multitasking Inhibits Semantic Drift NAACL 2021 Neural Auto-Curricula in Two-Player Zero-Sum Games NeurIPS 2021 Off-Belief Learning ICML 2021 On Blame Attribution for Accountable Multi-Agent Sequential Decision Making NeurIPS 2021 Online Learning in Unknown Markov Games ICML 2021 Parallel Droplet Control in MEDA Biochips using Multi-Agent Reinforcement Learning ICML 2021 Pessimism Meets Invariance: Provably Efficient Offline Mean-Field Multi-Agent RL NeurIPS 2021 PettingZoo: Gym for Multi-Agent Reinforcement Learning NeurIPS 2021 Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits AISTATS 2021 Provably Efficient Algorithms for Multi-Objective Competitive RL ICML 2021