Multi-Agent Systems

Decentralized Natural Policy Gradient with Variance Reduction for Collaborative Multi-Agent Reinforcement Learning JMLR 2024 Decentralized Online Learning in General-Sum Stackelberg Games UAI 2024 Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ACL 2024 Delegating Data Collection in Decentralized Machine Learning AISTATS 2024 Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems NeurIPS 2024 Differentially Private Reinforcement Learning with Self-Play NeurIPS 2024 Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners NeurIPS 2024 Efficient Learning in Polyhedral Games via Best-Response Oracles AAAI 2024 Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training ACL 2024 Enhancing the Efficiency of Altruism and Taxes in Affine Congestion Games through Signalling AAAI 2024 ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments CVPR 2024 Evolve: Enhancing Unsupervised Continual Learning With Multiple Experts WACV 2024 Extensive-Form Game Solving via Blackwell Approachability on Treeplexes NeurIPS 2024 FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding? NeurIPS 2024 Fair and Efficient Contribution Valuation for Vertical Federated Learning ICLR 2024 Fair and Welfare-Efficient Constrained Multi-Matchings under Uncertainty NeurIPS 2024 FairPlay: A Multi-Sided Fair Dynamic Pricing Policy for Hotels AAAI 2024 Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning NeurIPS 2024 From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News IJCAI 2024 Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024 Independent Learning in Constrained Markov Potential Games AISTATS 2024 Individual Rationality in Topological Distance Games Is Surprisingly Hard IJCAI 2024 Integrating Argumentation and Hate-Speech-based Techniques for Countering Misinformation EMNLP 2024 Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning NeurIPS 2024 Is Knowledge Power? On the (Im)possibility of Learning from Strategic Interactions NeurIPS 2024