Discriminative Barrier Functions for Safe Adversarial Imitation Learning from Observation

Anubhav Vishwakarma, Bhaumik Mehta, Caleb Hsu +3

Inverse Reinforcement Learning (IRL) algorithms are powerful tools for learning from and generalizing expert demonstrations, but they often rely on unconstrained exploration, rende…