Density-Ratio Weighted Behavioral Cloning: Learning Control Policies from Corrupted Datasets

Shriram Karpoora Sundara Pandian, Ali Baheri

Offline reinforcement learning (RL) enables policy optimization from fixed datasets, making it suitable for safety-critical applications where online exploration is infeasible. How…