Multi-Agent Systems

Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks ICML 2021 ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining ACL 2021 Cooperation in Threshold Public Projects with Binary Actions IJCAI 2021 Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions COLT 2021 Coordinated Proximal Policy Optimization NeurIPS 2021 Coordination Between Individual Agents in Multi-Agent Reinforcement Learning AAAI 2021 Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data ICML 2021 Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning AAAI 2021 Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation CVPR 2021 DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems AAAI 2021 Decentralized Learning in Online Queuing Systems NeurIPS 2021 Decentralized multi-agent active search for sparse signals UAI 2021 Decentralized Multi-Agent Linear Bandits with Safety Constraints AAAI 2021 Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract) IJCAI 2021 Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning AAAI 2021 Decentralized Q-learning in Zero-sum Markov Games NeurIPS 2021 Decentralized Sharing and Valuation of Fleet Robotic Data CoRL 2021 Dec-SGTS: Decentralized Sub-Goal Tree Search for Multi-Agent Coordination AAAI 2021 Deep Multi-Task Learning for Joint Localization, Perception, and Prediction CVPR 2021 Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems NeurIPS 2021 DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues ICLR 2021 Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization ICLR 2021 Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction AAAI 2021 Distance Polymatrix Coordination Games IJCAI 2021 Distortion in Social Choice Problems: The First 15 Years and Beyond IJCAI 2021