Multi-Agent Systems

An Algorithmic Theory of Markets and Their Application to Decentralized Markets AAAI 2022 Anytime Capacity Expansion in Medical Residency Match by Monte Carlo Tree Search IJCAI 2022 Approval-Based Committee Voting under Incomplete Information AAAI 2022 A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games ICML 2022 A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization NeurIPS 2022 Attention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance Learning MIDL 2022 A Unified Diversity Measure for Multiagent Reinforcement Learning NeurIPS 2022 Balancing the Spread of Two Opinions in Sparse Social Networks (Student Abstract) AAAI 2022 Benefits of Permutation-Equivariance in Auction Mechanisms NeurIPS 2022 Common Information based Approximate State Representations in Multi-Agent Reinforcement Learning AISTATS 2022 Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems AAAI 2022 Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game Signatures ICML 2022 Controlling the Spread of Two Secrets in Diverse Social Networks (Student Abstract) AAAI 2022 Conversational AI for Positive-sum Retailing under Falsehood Control ACL 2022 Cooperative Multi-Agent Fairness and Equivariant Policies AAAI 2022 Cooperative Online Learning in Stochastic and Adversarial MDPs ICML 2022 Coordinating Followers to Reach Better Equilibria: End-to-End Gradient Descent for Stackelberg Games AAAI 2022 DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition ACL 2022 Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning ICML 2022 Difference Advantage Estimation for Multi-Agent Policy Gradients ICML 2022 Disentangling Categorization in Multi-agent Emergent Communication NAACL 2022 Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning NeurIPS 2022 Divergence-Regularized Multi-Agent Actor-Critic ICML 2022 Dynamic Incentive Mechanism Design for COVID-19 Social Distancing AAAI 2022 E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance NeurIPS 2022