Multi-Agent Systems

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation NAACL 2025 SOTOPIA-Ω: Dynamic Strategy Injection Learning and Social Instruction Following Evaluation for Social Agents ACL 2025 Söze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale OSDI 2025 SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents EMNLP 2025 Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025 SpecCoT: Accelerating Chain-of-Thought Reasoning through Speculative Exploration EMNLP 2025 Speedup Techniques for Switchable Temporal Plan Graph Optimization AAAI 2025 Spiral of Silence in Large Language Model Agents EMNLP 2025 SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration AAAI 2025 SRefiner: Soft-Braid Attention for Multi-Agent Trajectory Refinement ICCV 2025 SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning AAAI 2025 Stackelberg vs. Nash in the Lottery Colonel Blotto Game IJCAI 2025 StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking ACL 2025 Statistical Collusion by Collectives on Learning Platforms ICML 2025 Steady-State Strategy Synthesis for Swarms of Autonomous Agents IJCAI 2025 Steering No-Regret Agents in MFGs under Model Uncertainty AISTATS 2025 STLGame: Signal Temporal Logic Games in Adversarial Multi-Agent Systems L4DC 2025 Stochastic Real-Time Deception in Nash Equilibrium Seeking for Games with Quadratic Payoffs L4DC 2025 Stochastic Semi-Gradient Descent for Learning Mean Field Games with Population-Aware Function Approximation ICLR 2025 Strategies, Credences, and Shannon Entropy: Reasoning about Strategic Uncertainty in Stochastic Environments IJCAI 2025 Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search ICLR 2025 Strategyproof Matching of Roommates and Rooms AAAI 2025 Strategyproofness and Monotone Allocation of Auction in Social Networks IJCAI 2025 Survey on Strategic Mining in Blockchain: A Reinforcement Learning Approach IJCAI 2025 SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media ACL 2025