Multi-Agent Systems

A New Formalism, Method and Open Issues for Zero-Shot Coordination ICML 2021 A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning ICML 2021 Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning AISTATS 2021 A Sharp Analysis of Model-based Reinforcement Learning with Self-Play ICML 2021 BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning IJCAI 2021 Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning NeurIPS 2021 Bias-Robust Bayesian Optimization via Dueling Bandits ICML 2021 Celebrating Diversity in Shared Multi-Agent Reinforcement Learning NeurIPS 2021 CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space IJCAI 2021 Coach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition ICML 2021 Collaborating with Humans without Human Data NeurIPS 2021 Communication efficient parallel reinforcement learning UAI 2021 Competitive policy optimization UAI 2021 Conflict-Averse Gradient Descent for Multi-task learning NeurIPS 2021 Continuous Coordination As a Realistic Scenario for Lifelong Learning ICML 2021 ContriQ: Ally-Focused Cooperation and Enemy-Concentrated Confrontation in Multi-Agent Reinforcement Learning ACML 2021 Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions COLT 2021 Cooperative Exploration for Multi-Agent Deep Reinforcement Learning ICML 2021 Coordinated Proximal Policy Optimization NeurIPS 2021 Coordination Between Individual Agents in Multi-Agent Reinforcement Learning AAAI 2021 Correcting experience replay for multi-agent communication ICLR 2021 CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs EMNLP 2021 Decentralized Control of Quadrotor Swarms with End-to-end Deep Reinforcement Learning CoRL 2021 Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning AAAI 2021 Decentralized Q-learning in Zero-sum Markov Games NeurIPS 2021