Multi-Agent Systems

Back to the Future: Toward a Hybrid Architecture for Ad Hoc Teamwork AAAI 2023 Bandit Submodular Maximization for Multi-Robot Coordination in Unpredictable and Partially Observable Environments RSS 2023 Behavior Cloned Transformers are Neurosymbolic Reasoners EACL 2023 Behavior Estimation from Multi-Source Data for Offline Reinforcement Learning AAAI 2023 Best Arm Identification in Multi-Agent Multi-Armed Bandits ICML 2023 Better Environments for Better AI AAAI 2023 Bidding Graph Games with Partially-Observable Budgets AAAI 2023 BiFF: Bi-level Future Fusion with Polyline-based Coordinate for Interactive Trajectory Prediction ICCV 2023 Bird's-Eye-View Scene Graph for Vision-Language Navigation ICCV 2023 BM2CP: Efficient Collaborative Perception with LiDAR-Camera Modalities CoRL 2023 Boosting Multiagent Reinforcement Learning via Permutation Invariant and Permutation Equivariant Networks ICLR 2023 Breaking the Curse of Multiagency: Provably Efficient Decentralized Multi-Agent RL with Function Approximation COLT 2023 Calibrated Stackelberg Games: Learning Optimal Commitments Against Calibrated Agents NeurIPS 2023 CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society NeurIPS 2023 Can We Find Nash Equilibria at a Linear Rate in Markov Games? ICLR 2023 CatlNet: Learning Communication and Coordination Policies from CaTL+ Specifications L4DC 2023 Causes of Stability in Dynamic Coalition Formation AAAI 2023 CB2: Collaborative Natural Language Interaction Research Platform ACL 2023 Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication ICLR 2023 Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning AAAI 2023 Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NeurIPS 2023 Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning ICLR 2023 CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification ACL 2023 CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis ICLR 2023 Collaboration Helps Camera Overtake LiDAR in 3D Detection CVPR 2023