Soft $Q(\lambda )$: A multi-step off-policy method for entropy regularised reinforcement learning using eligibility traces

Pranav Mahajan, Ben Seymour

Soft Q-learning has emerged as a versatile model-free method for entropy-regularised reinforcement learning, optimising for returns augmented with a penalty on the divergence from…