Tag: LLM multi-agent systems
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Solver-Sampler Mismatch in Multi-Agent LLM Negotiation
Explore how reasoning models affect behavioral simulation in multi-agent LLM negotiation, revealing solver-sampler mismatches and their impact on outcomes.
TREX: Automated LLM Fine-Tuning with Tree-Based Exploration
Discover TREX, an automated system using agent-driven tree exploration to optimize Large Language Model fine-tuning and boost AI training efficiency.
Multi-ORFT: Stable Online Reinforcement for Multi-Agent Driving
Discover Multi-ORFT, a stable online reinforcement method enhancing multi-agent diffusion planning for safer, efficient cooperative autonomous driving.
Silo-Bench: Benchmark for Multi-Agent LLM Coordination
Explore Silo-Bench, a scalable benchmark to evaluate distributed coordination and reasoning in multi-agent large language model systems.
Enhanced PSO Algorithm for Multi-Target Swarm Drone Paths
Discover the enhanced PSO algorithm optimizing multi-target trajectories for swarm drones with real-time adaptability and improved performance.