Meet BOSS: A Reinforcement Learning (RL) Framework that Trains Agents to Solve New Tasks in New Environments with LLM Guidance

Introducing BOSS (Bootstrapping your own SkillS): a groundbreaking approach that leverages large language models to autonomously build a versatile skill library for tackling intricate tasks with minimal guidance. Compared to conventional unsupervised skill acquisition techniques and simplistic bootstrapping methods, BOSS performs better in executing unfamiliar tasks within novel environments. This innovation marks a significant leap […]

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