Multi-Agent Systems

Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time ICML 2021 GroupFormer: Group Activity Recognition With Clustered Spatial-Temporal Transformer ICCV 2021 Hierarchical Reinforcement Learning for Integrated Recommendation AAAI 2021 Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability AAAI 2021 Improving Multi-agent Coordination by Learning to Estimate Contention IJCAI 2021 Inference-Based Deterministic Messaging For Multi-Agent Communication AAAI 2021 Joint Incentive Optimization of Customer and Merchant in Mobile Payment Marketing AAAI 2021 KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations SemEval 2021 Last-iterate Convergence in Extensive-Form Games NeurIPS 2021 “Laughing at you or with you”: The Role of Sarcasm in Shaping the Disagreement Space EACL 2021 Learning in Markets: Greed Leads to Chaos but Following the Price is Right IJCAI 2021 Learning in Matrix Games can be Arbitrarily Complex COLT 2021 Learning Strategies in Decentralized Matching Markets under Uncertain Preferences JMLR 2021 Learning While Playing in Mean-Field Games: Convergence and Optimality ICML 2021 Lifelong Multi-Agent Path Finding in Large-Scale Warehouses AAAI 2021 Logical Team Q-learning: An approach towards factored policies in cooperative MARL AISTATS 2021 Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts IJCAI 2021 Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation EACL 2021 Multi-Agent Reinforcement Learning for Automated Peer-to-Peer Energy Trading in Double-Side Auction Market IJCAI 2021 Multi-Scale Games: Representing and Solving Games on Networks with Group Structure AAAI 2021 NeuralAC: Learning Cooperation and Competition Effects for Match Outcome Prediction AAAI 2021 No-Press Diplomacy from Scratch NeurIPS 2021 On a Competitive Secretary Problem with Deferred Selections IJCAI 2021 On Blame Attribution for Accountable Multi-Agent Sequential Decision Making NeurIPS 2021 On the Approximation of Nash Equilibria in Sparse Win-Lose Multi-player Games AAAI 2021