Topic
agent-based modeling
Artificial Intelligence #multi-agent simulation#mixture model
UniMM Framework Achieves State-of-the-Art in Multi-Agent Simulation for Autonomous Driving
Researchers introduce UniMM, a unified mixture model framework for multi-agent simulation that covers regression-based and discrete models. The framework achieves state-of-the-art performance on the WOSAC benchmark by addressing behavioral multimodality and closed-loop distributional shifts.
Jun 20, 2026 1 source
Artificial Intelligence #llm#agent-based modeling
Shachi: A Modular Open-Source Framework for LLM-Based Agent-Based Modeling of Emergent Collective Behavior
Researchers introduced Shachi, a modular framework for agent-based modeling where LLM-driven agents have independently controllable cognitive components. Tested on a 10-task benchmark, Shachi replicates real-world market dynamics in a U.S. tariff shock scenario, offering an open-source tool for studying emergent collective behavior.
Jun 16, 2026 1 source