Multi-Agent Systems

Multi-Unit Auctions for Allocating Chance-Constrained Resources AAAI 2023 Multiwinner Voting with Possibly Unavailable Candidates AAAI 2023 Mutual-Information Regularized Multi-Agent Policy Iteration NeurIPS 2023 NA^2Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning ICML 2023 Natural Language Instruction-following with Task-related Language Development and Translation NeurIPS 2023 Near-Optimal $Φ$-Regret Learning in Extensive-Form Games ICML 2023 Networked Anti-coordination Games Meet Graphical Dynamical Systems: Equilibria and Convergence AAAI 2023 Networked Restless Bandits with Positive Externalities AAAI 2023 Network Effects in Performative Prediction Games ICML 2023 Neural Agents Struggle to Take Turns in Bidirectional Emergent Communication ICLR 2023 Neural Graph Control Barrier Functions Guided Distributed Collision-avoidance Multi-agent Control CoRL 2023 Neural MMO 2.0: A Massively Multi-task Addition to Massively Multi-agent Learning NeurIPS 2023 Nonstationary Bandit Learning via Predictive Sampling AISTATS 2023 Non-Stationary Bandits with Auto-Regressive Temporal Dependency NeurIPS 2023 No-regret Algorithms for Fair Resource Allocation NeurIPS 2023 Norm Deviation in Multiagent Systems: A Foundation for Responsible Autonomy IJCAI 2023 Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking CVPR 2023 Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management NeurIPS 2023 On a Voter Model with Context-Dependent Opinion Adoption IJCAI 2023 One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems ACL 2023 One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill ICML 2023 Online Ad Procurement in Non-stationary Autobidding Worlds NeurIPS 2023 Online Corrupted User Detection and Regret Minimization NeurIPS 2023 Online Learning for Traffic Navigation in Congested Networks ALT 2023 Online Learning in Stackelberg Games with an Omniscient Follower ICML 2023