Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models

Xingzhou Lou, Junge Zhang, Ziyan Wang +2

Safe reinforcement learning (RL) agents accomplish given tasks while adhering to specific constraints. Employing constraints expressed via easily-understandable human language offe…