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Multi-Agent Systems

3,480 papers

Papers per year

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Papers

Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ACL 2024
Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024
Tailoring with Targeted Precision: Edit-Based Agents for Open-Domain Procedure Customization ACL 2024
VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft ACL 2024
Advancing Healthcare Automation: Multi-Agent System for Medical Necessity Justification ACL 2024
Multi-hop Database Reasoning with Virtual Knowledge Graph ACL 2024
GraphReason: Enhancing Reasoning Capabilities of Large Language Models through A Graph-Based Verification Approach ACL 2024
Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving ACL 2024
TMAK-Plus at SIGHAN-2024 dimABSA Task: Multi-Agent Collaboration for Transparent and Rational Sentiment Analysis ACL 2024
Learning Communication Policies for Different Follower Behaviors in a Collaborative Reference Game ACL 2024
Polarization of Autonomous Generative AI Agents Under Echo Chambers ACL 2024
Identifying Copeland Winners in Dueling Bandits with Indifferences AISTATS 2024
Emergent specialization from participation dynamics and multi-learner retraining AISTATS 2024
Delegating Data Collection in Decentralized Machine Learning AISTATS 2024
Multitask Online Learning: Listen to the Neighborhood Buzz AISTATS 2024
Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games AISTATS 2024
Interpretability Guarantees with Merlin-Arthur Classifiers AISTATS 2024
Convergence to Nash Equilibrium and No-regret Guarantee in (Markov) Potential Games AISTATS 2024
Near Optimal Adversarial Attacks on Stochastic Bandits and Defenses with Smoothed Responses AISTATS 2024
Bayesian Online Learning for Consensus Prediction AISTATS 2024
Strategic Usage in a Multi-Learner Setting AISTATS 2024
Multi-Agent Learning in Contextual Games under Unknown Constraints AISTATS 2024
Multi-Agent Bandit Learning through Heterogeneous Action Erasure Channels AISTATS 2024
Independent Learning in Constrained Markov Potential Games AISTATS 2024