Multi-Agent Systems

AgentReview: Exploring Peer Review Dynamics with LLM Agents EMNLP 2024 Aligning Individual and Collective Objectives in Multi-Agent Cooperation NeurIPS 2024 A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting Interspeech 2024 An Efficient Stochastic Algorithm for Decentralized Nonconvex-Strongly-Concave Minimax Optimization AISTATS 2024 An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making EMNLP 2024 Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning NeurIPS 2024 AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? EMNLP 2024 AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games NeurIPS 2024 AUTOGEN STUDIO: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems EMNLP 2024 Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents EMNLP 2024 BeliefFlow: A Framework for Logic-Based Belief Diffusion via Iterated Belief Change AAAI 2024 BOBA: Byzantine-Robust Federated Learning with Label Skewness AISTATS 2024 Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance NeurIPS 2024 Carbon Footprint Reduction for Sustainable Data Centers in Real-Time AAAI 2024 Coalition Formation for Task Allocation Using Multiple Distance Metrics (Student Abstract) AAAI 2024 CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models EMNLP 2024 Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning NeurIPS 2024 ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning AAAI 2024 Constant or Logarithmic Regret in Asynchronous Multiplayer Bandits with Limited Communication AISTATS 2024 Content Filtering with Inattentive Information Consumers AAAI 2024 Contracting with a Learning Agent NeurIPS 2024 Convergence of No-Swap-Regret Dynamics in Self-Play NeurIPS 2024 Convergence to Nash Equilibrium and No-regret Guarantee in (Markov) Potential Games AISTATS 2024 Corruption-Robust Offline Two-Player Zero-Sum Markov Games AISTATS 2024 CulturePark: Boosting Cross-cultural Understanding in Large Language Models NeurIPS 2024