IV-Posterior: Inverse Value Estimation for Interpretable Policy Certificates

Tatiana Lopez-Guevara, Michael Burke, Nicholas K. Taylor +1

Model-free reinforcement learning (RL) is a powerful tool to learn a broad range of robot skills and policies. However, a lack of policy interpretability can inhibit their successf…