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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Analyzing Games with a Variable Number of Players AAAI 2021

Accomplice Manipulation of the Deferred Acceptance Algorithm IJCAI 2021

Two-Stage Facility Location Games with Strategic Clients and Facilities IJCAI 2021

Learning interaction kernels in heterogeneous systems of agents from multiple trajectories JMLR 2021

Game-theoretic Analysis of Effort Allocation of Contributors to Public Projects IJCAI 2021

SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues IJCNLP 2021

Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks JMLR 2021

Optimality and Stability in Federated Learning: A Game-theoretic Approach NIPS 2021

A Contextual Bandit Bake-off JMLR 2021

Achieving Fairness in the Stochastic Multi-Armed Bandit Problem JMLR 2021

Model Linkage Selection for Cooperative Learning JMLR 2021

Learning Strategies in Decentralized Matching Markets under Uncertain Preferences JMLR 2021

Provably Sample Efficient Reinforcement Learning in Competitive Linear Quadratic Systems L4DC 2021

Towards Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games NIPS 2021

(Almost) Free Incentivized Exploration from Decentralized Learning Agents NIPS 2021

Advances in Debating Technologies: Building AI That Can Debate Humans IJCNLP 2021

Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games ICML 2021

Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning L4DC 2021

Off-Belief Learning ICML 2021

A unifying framework for observer-aware planning and its complexity UAI 2021

Power in Liquid Democracy AAAI 2021

Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021

Scalable and Safe Multi-Agent Motion Planning with Nonlinear Dynamics and Bounded Disturbances AAAI 2021

Coach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition ICML 2021

Minimax sample complexity for turn-based stochastic game UAI 2021