Multi-Agent Systems

Trajectory Unified Transformer for Pedestrian Trajectory Prediction ICCV 2023 TRAVEL: Tag-Aware Conversational FAQ Retrieval via Reinforcement Learning EMNLP 2023 Truthful Self-Play ICLR 2023 UKP-SQuARE v3: A Platform for Multi-Agent QA Research ACL 2023 UMC: A Unified Bandwidth-efficient and Multi-resolution based Collaborative Perception Framework ICCV 2023 Uncoupled and Convergent Learning in Two-Player Zero-Sum Markov Games with Bandit Feedback NeurIPS 2023 Universal Morphology Control via Contextual Modulation ICML 2023 V2X-Seq: A Large-Scale Sequential Dataset for Vehicle-Infrastructure Cooperative Perception and Forecasting CVPR 2023 VCG Mechanism Design with Unknown Agent Values under Stochastic Bandit Feedback JMLR 2023 Walter Burns at SemEval-2023 Task 5: NLP-CIMAT - Leveraging Model Ensembles for Clickbait Spoiling SemEval 2023 Waverunner: An Elegant Approach to Hardware Acceleration of State Machine Replication NSDI 2023 Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality ICML 2023 Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton AAAI 2023 Who Needs to Know? Minimal Knowledge for Optimal Coordination ICML 2023 Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization NeurIPS 2023 Yes, this Way! Learning to Ground Referring Expressions into Actions with Intra-episodic Feedback from Supportive Teachers ACL 2023 Zero-Shot Linear Combinations of Grounded Social Interactions with Linear Social MDPs AAAI 2023 A Bandit Model for Human-Machine Decision Making with Private Information and Opacity AISTATS 2022 Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game ICLR 2022 Adaptive Trajectory Prediction via Transferable GNN CVPR 2022 A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing COLING 2022 A Formal Model for Multiagent Q-Learning Dynamics on Regular Graphs IJCAI 2022 AIIR-MIX: Multi-Agent Reinforcement Learning Meets Attention Individual Intrinsic Reward Mixing Network ACML 2022 ALMA: Hierarchical Learning for Composite Multi-Agent Tasks NeurIPS 2022 A Mean-Field Game Approach to Cloud Resource Management with Function Approximation NeurIPS 2022