Multi-Agent Systems

Integrating Suboptimal Human Knowledge with Hierarchical Reinforcement Learning for Large-Scale Multiagent Systems NeurIPS 2024 Intelligent Agents for Auction-based Federated Learning: A Survey IJCAI 2024 Intention Progression with Temporally Extended Goals IJCAI 2024 Interpretability Guarantees with Merlin-Arthur Classifiers AISTATS 2024 Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations EMNLP 2024 Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning AAAI 2024 Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning NeurIPS 2024 i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance AAAI 2024 Is Knowledge Power? On the (Im)possibility of Learning from Strategic Interactions NeurIPS 2024 Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs EMNLP 2024 JaxMARL: Multi-Agent RL Environments and Algorithms in JAX NeurIPS 2024 JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups CVPR 2024 Language Agents: Foundations, Prospects, and Risks EMNLP 2024 Language-driven All-in-one Adverse Weather Removal CVPR 2024 Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication NeurIPS 2024 Large Language Model Based Multi-agents: A Survey of Progress and Challenges IJCAI 2024 Large Language Model Cascades with Mixture of Thought Representations for Cost-Efficient Reasoning ICLR 2024 LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation CVPR 2024 Layered Graph Security Games IJCAI 2024 LEAP: Optimization Hierarchical Federated Learning on Non-IID Data with Coalition Formation Game IJCAI 2024 Learning ε-Nash equilibrium stationary policies in stochastic games with unknown independent chains using online mirror descent L4DC 2024 Learning a Distributed Hierarchical Locomotion Controller for Embodied Cooperation CoRL 2024 Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training NeurIPS 2024 Learning Coalition Structures with Games AAAI 2024 Learning Communication Policies for Different Follower Behaviors in a Collaborative Reference Game ACL 2024