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Multi-Agent Systems

3,480 papers

Papers per year

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19
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Papers

Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication NIPS 2024
Differentially Private Reinforcement Learning with Self-Play NIPS 2024
Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving NIPS 2024
Learning Equilibria in Adversarial Team Markov Games: A Nonconvex-Hidden-Concave Min-Max Optimization Problem NIPS 2024
Understanding Model Selection for Learning in Strategic Environments NIPS 2024
AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games NIPS 2024
Unravelling in Collaborative Learning NIPS 2024
Paths to Equilibrium in Games NIPS 2024
Integrating Suboptimal Human Knowledge with Hierarchical Reinforcement Learning for Large-Scale Multiagent Systems NIPS 2024
Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting NIPS 2024
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play NIPS 2024
Semantics and Spatiality of Emergent Communication NIPS 2024
Team-Fictitious Play for Reaching Team-Nash Equilibrium in Multi-team Games NIPS 2024
Strategic Linear Contextual Bandits NIPS 2024
Multi-Agent Coordination via Multi-Level Communication NIPS 2024
Multi-turn Reinforcement Learning with Preference Human Feedback NIPS 2024
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy NIPS 2024
No-regret Learning in Harmonic Games: Extrapolation in the Face of Conflicting Interests NIPS 2024
Fair Allocation in Dynamic Mechanism Design NIPS 2024
Contextual Bilevel Reinforcement Learning for Incentive Alignment NIPS 2024
Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models NIPS 2024
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks NIPS 2024
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games NIPS 2024
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making NIPS 2024
Reflective Multi-Agent Collaboration based on Large Language Models NIPS 2024