Multi-Agent Systems

ADMN: Agent-Driven Modular Network for Dynamic Parameter Sharing in Cooperative Multi-Agent Reinforcement Learning IJCAI 2024 Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs ICML 2024 AGILE: A Novel Reinforcement Learning Framework of LLM Agents NeurIPS 2024 Aligning Individual and Collective Objectives in Multi-Agent Cooperation NeurIPS 2024 A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning IJCAI 2024 A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting Interspeech 2024 ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL ICML 2024 Assume-Guarantee Reinforcement Learning AAAI 2024 AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games NeurIPS 2024 Bandit Pareto Set Identification: the Fixed Budget Setting AISTATS 2024 BenchMARL: Benchmarking Multi-Agent Reinforcement Learning JMLR 2024 Bio-inspired Dynamic and Decentralized Online Learning in Uninformed Heterogeneous Multi-Agent Environments IJCAI 2024 Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance NeurIPS 2024 Carbon Footprint Reduction for Sustainable Data Centers in Real-Time AAAI 2024 Carbon Market Simulation with Adaptive Mechanism Design IJCAI 2024 Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning AAAI 2024 Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning NeurIPS 2024 Collaborative Planar Pushing of Polytopic Objects with Multiple Robots in Complex Scenes RSS 2024 CompetEvo: Towards Morphological Evolution from Competition IJCAI 2024 ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning AAAI 2024 Configurable Mirror Descent: Towards a Unification of Decision Making ICML 2024 Constant or Logarithmic Regret in Asynchronous Multiplayer Bandits with Limited Communication AISTATS 2024 Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal IJCAI 2024 Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning ICML 2024 CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics NeurIPS 2024