Multi-Agent Systems

Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits ICML 2024 Fast Peer Adaptation with Context-aware Exploration ICML 2024 Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning NeurIPS 2024 Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices ICML 2024 Feel-Good Thompson Sampling for Contextual Dueling Bandits ICML 2024 Feint Behaviors and Strategies: Formalization, Implementation and Evaluation NeurIPS 2024 FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning ICML 2024 Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning ICML 2024 Finite-Time Convergence Rates of Decentralized Local Markovian Stochastic Approximation IJCAI 2024 Fleet Supervisor Allocation: A Submodular Maximization Approach CoRL 2024 FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning AAAI 2024 Genetic Algorithm for Curriculum Design in Multi-Agent Reinforcement Learning CoRL 2024 Global rewards in multi-agent deep reinforcement learning for autonomous mobility on demand systems L4DC 2024 Global Rewards in Restless Multi-Armed Bandits NeurIPS 2024 Graphon Mean Field Games with a Representative Player: Analysis and Learning Algorithm ICML 2024 Grounded Answers for Multi-agent Decision-making Problem through Generative World Model NeurIPS 2024 Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning IJCAI 2024 Hard Tasks First: Multi-Task Reinforcement Learning Through Task Scheduling ICML 2024 Heterogeneous-Agent Reinforcement Learning JMLR 2024 HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network ICML 2024 Hierarchical Federated Learning with Multi-Timescale Gradient Correction NeurIPS 2024 Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning AAAI 2024 Impact of Decentralized Learning on Player Utilities in Stackelberg Games ICML 2024 Improving Multi-agent Reinforcement Learning with Stable Prefix Policy IJCAI 2024 Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games ICML 2024