Multi-Agent Systems

Divergence-Regularized Multi-Agent Actor-Critic ICML 2022 Efficient Model-based Multi-agent Reinforcement Learning via Optimistic Equilibrium Computation ICML 2022 ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward NeurIPS 2022 E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance NeurIPS 2022 EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles AAAI 2022 Exploring the Benefits of Teams in Multiagent Learning IJCAI 2022 Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward ICLR 2022 Gap-Dependent Bounds for Two-Player Markov Games AISTATS 2022 Generalization in Mean Field Games by Learning Master Policies AAAI 2022 Goal Consistency: An Effective Multi-Agent Cooperative Method for Multistage Tasks IJCAI 2022 Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning ICML 2022 Heterogeneous Skill Learning for Multi-agent Tasks NeurIPS 2022 Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning NeurIPS 2022 Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking NeurIPS 2022 I2Q: A Fully Decentralized Q-Learning Algorithm NeurIPS 2022 Independent Natural Policy Gradient always converges in Markov Potential Games AISTATS 2022 Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence ICML 2022 Individual Reward Assisted Multi-Agent Reinforcement Learning ICML 2022 Influencing Long-Term Behavior in Multiagent Reinforcement Learning NeurIPS 2022 Interactive Inverse Reinforcement Learning for Cooperative Games ICML 2022 Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming ICLR 2022 It Takes Four to Tango: Multiagent Self Play for Automatic Curriculum Generation ICLR 2022 JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection MIDL 2022 LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning NeurIPS 2022 Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition NAACL 2022