Certifiable Safe Model-Based Reinforcement Learning with Control-Affine Dynamics Approximation

Hao Zhou, Yanze Zhang, Cameron Reid +1

Safe model-based reinforcement learning (RL) often bridges control-theoretic analysis and RL for robots to safely explore (partially) unknown system dynamics while deriving control…