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Multi-Agent Systems

788 directly classified papers

Papers per year

Papers

An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning ICML 2023
DevFormer: A Symmetric Transformer for Context-Aware Device Placement ICML 2023
Causal Strategic Classification: A Tale of Two Shifts ICML 2023
Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning ICML 2023
Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning ICML 2023
How Bad is Top-$K$ Recommendation under Competing Content Creators? ICML 2023
Multi-Agent Language Learning: Symbolic Mapping ACL 2023
Online Learning in Stackelberg Games with an Omniscient Follower ICML 2023
Regret-Minimizing Double Oracle for Extensive-Form Games ICML 2023
Best Arm Identification in Multi-Agent Multi-Armed Bandits ICML 2023
Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023
The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond ICML 2023
One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems ACL 2023
The Impact of Exploration on Convergence and Performance of Multi-Agent Q-Learning Dynamics ICML 2023
ProphNet: Efficient Agent-Centric Motion Forecasting With Anchor-Informed Proposals CVPR 2023
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification ICML 2023
UKP-SQuARE v3: A Platform for Multi-Agent QA Research ACL 2023
Who Needs to Know? Minimal Knowledge for Optimal Coordination ICML 2023
Modeling with Homophily Driven Heterogeneous Data in Gossip Learning IJCAI 2023
Speaking State Decoder with Transition Detection for Next Speaker Prediction INTERSPEECH 2023
Distributed Linear Bandits under Communication Constraints ICML 2023
Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate EMNLP 2023
Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty JMLR 2023
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning JMLR 2023
Multiplayer Performative Prediction: Learning in Decision-Dependent Games JMLR 2023