Multi-Agent Systems

Scaling Up and Distilling Down: Language-Guided Robot Skill Acquisition CoRL 2023 Similarity-based cooperative equilibrium NeurIPS 2023 SLAP: Spatial-Language Attention Policies CoRL 2023 Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning ICML 2023 SPA: A Graph Spectral Alignment Perspective for Domain Adaptation NeurIPS 2023 Speaking State Decoder with Transition Detection for Next Speaker Prediction Interspeech 2023 Stochastic Generative Flow Networks UAI 2023 Stochastic No-regret Learning for General Games with Variance Reduction ICLR 2023 Strategic Distribution Shift of Interacting Agents via Coupled Gradient Flows NeurIPS 2023 Style-transfer based Speech and Audio-visual Scene understanding for Robot Action Sequence Acquisition from Videos Interspeech 2023 Symmetric (Optimistic) Natural Policy Gradient for Multi-Agent Learning with Parameter Convergence AISTATS 2023 Synchronization and Diversity of Solutions AAAI 2023 The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond ICML 2023 The Impact of Exploration on Convergence and Performance of Multi-Agent Q-Learning Dynamics ICML 2023 Towards convergence to Nash equilibria in two-team zero-sum games ICLR 2023 Two-Scale Gradient Descent Ascent Dynamics Finds Mixed Nash Equilibria of Continuous Games: A Mean-Field Perspective ICML 2023 UKP-SQuARE v3: A Platform for Multi-Agent QA Research ACL 2023 UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism SemEval 2023 Universal Agent Mixtures and the Geometry of Intelligence AISTATS 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 A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement Learning AAAI 2022 ALMA: Hierarchical Learning for Composite Multi-Agent Tasks NeurIPS 2022 Alternating Mirror Descent for Constrained Min-Max Games NeurIPS 2022 A Mean-Field Game Approach to Cloud Resource Management with Function Approximation NeurIPS 2022