Multi-Agent Systems

Faster Target Encirclement with Utilization of Obstacles via Multi-Agent Reinforcement Learning ACML 2023 Fast Teammate Adaptation in the Presence of Sudden Policy Change UAI 2023 Finding Mixed-Strategy Equilibria of Continuous-Action Games without Gradients Using Randomized Policy Networks IJCAI 2023 Finite-sample guarantees for Nash Q-learning with linear function approximation UAI 2023 Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves IJCAI 2023 Generalization of Heterogeneous Multi-Robot Policies via Awareness and Communication of Capabilities CoRL 2023 Generating Diverse Cooperative Agents by Learning Incompatible Policies ICLR 2023 Gigastep - One Billion Steps per Second Multi-agent Reinforcement Learning NeurIPS 2023 GoBigger: A Scalable Platform for Cooperative-Competitive Multi-Agent Interactive Simulation ICLR 2023 GPLight: Grouped Multi-agent Reinforcement Learning for Large-scale Traffic Signal Control IJCAI 2023 Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility RSS 2023 Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables AISTATS 2023 Hardness of Independent Learning and Sparse Equilibrium Computation in Markov Games ICML 2023 HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism AAAI 2023 Hierarchical Mean-Field Deep Reinforcement Learning for Large-Scale Multiagent Systems AAAI 2023 Hierarchical Multi-Agent Skill Discovery NeurIPS 2023 Hierarchies of Reward Machines ICML 2023 Hijacking Robot Teams Through Adversarial Communication CoRL 2023 Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks NeurIPS 2023 Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems L4DC 2023 IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL NeurIPS 2023 Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration AAAI 2023 Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning IJCAI 2023 Information Design in Multi-Agent Reinforcement Learning NeurIPS 2023 Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning CoRL 2023