世界模型

SCALAR: Learning and Composing Skills through LLM Guided Symbolic Planning and Deep RL Grounding

SCALAR：通过LLM引导的符号规划和深度RL接地学习与组合技能

Renos Zabounidis, Yue Wu, Simon Stepputtis, Woojun Kim, Yuanzhi Li, Tom Mitchell, Katia Sycara

专题命中 仿真与规划 ：world model(comments)；world models(comments)；分类 cs.LG；world model(comments)

AI总结 SCALAR通过结合LLM引导的符号规划与深度RL，实现技能学习与组合，显著提升任务完成效率和鲁棒性。

Comments Best Paper Award Honorable Mention at NeurIPS 2025 Workshop on Bridging Language, Agent, and World Models for Reasoning and Planning