Offline Policy Optimization in RL with Variance Regularizaton

Riashat Islam, Samarth Sinha, Homanga Bharadhwaj +6

Learning policies from fixed offline datasets is a key challenge to scale up reinforcement learning (RL) algorithms towards practical applications. This is often because off-policy…