Multi-Agent Systems

Learning Mixed Strategies in Trajectory Games RSS 2022 Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning NeurIPS 2022 Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees L4DC 2022 Learning to Guide and to be Guided in the Architect-Builder Problem ICLR 2022 Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement COLING 2022 Learning to Infer Structures of Network Games ICML 2022 Learning to Share in Networked Multi-Agent Reinforcement Learning NeurIPS 2022 Learning to Walk with Dual Agents for Knowledge Graph Reasoning AAAI 2022 Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium NeurIPS 2022 Lifting in multi-agent systems under uncertainty UAI 2022 LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning ICLR 2022 Linearizing contextual bandits with latent state dynamics UAI 2022 LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking CVPR 2022 LogiTorch: A PyTorch-based library for logical reasoning on natural language EMNLP 2022 Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control ICML 2022 Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment AAAI 2022 MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control NeurIPS 2022 Maxmin Participatory Budgeting IJCAI 2022 Mechanism Design Powered by Social Interactions: A Call to Arms IJCAI 2022 MeMOT: Multi-Object Tracking With Memory CVPR 2022 Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model NeurIPS 2022 Model-Based Diagnosis of Multi-Agent Systems: A Survey AAAI 2022 Model-Based Opponent Modeling NeurIPS 2022 Modeling Conditional Dependencies in Multiagent Trajectories AISTATS 2022 Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract) AAAI 2022