Multi-Agent Systems

Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning ICML 2023 Proportionality Guarantees in Elections with Interdependent Issues IJCAI 2023 Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games NeurIPS 2023 Query-Centric Trajectory Prediction CVPR 2023 Quick Multi-Robot Motion Planning by Combining Sampling and Search IJCAI 2023 RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution ICML 2023 Rawlsian Fairness in Online Bipartite Matching: Two-Sided, Group, and Individual AAAI 2023 Reconstructing Groups of People with Hypergraph Relational Reasoning ICCV 2023 Recursive Small-Step Multi-Agent A* for Dec-POMDPs IJCAI 2023 Representation Learning for Low-rank General-sum Markov Games ICLR 2023 Rethinking Formal Models of Partially Observable Multiagent Decision Making (Extended Abstract) IJCAI 2023 Rethinking Safe Control in the Presence of Self-Seeking Humans AAAI 2023 Revisiting Populations in multi-agent Communication ICLR 2023 Reward-Based Negotiating Agent Strategies AAAI 2023 Risk-Aware Decentralized Safe Control via Dynamic Responsibility Allocation (Student Abstract) AAAI 2023 RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs ACL 2023 Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers AAAI 2023 RPM: Generalizable Multi-Agent Policies for Multi-Agent Reinforcement Learning ICLR 2023 R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory Refinement ICCV 2023 RVT: Robotic View Transformer for 3D Object Manipulation CoRL 2023 Safe Multi-agent Learning via Trapping Regions IJCAI 2023 Sample Complexity of Goal-Conditioned Hierarchical Reinforcement Learning NeurIPS 2023 Scalable Coupling of Deep Learning with Logical Reasoning IJCAI 2023 Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities NeurIPS 2023 Scalable Verification of Strategy Logic through Three-Valued Abstraction IJCAI 2023