Reinforcement Learning, Deep Learning, Artificial Intelligence, Data Science.
end. If the training collapse to a deterministic policy pre-maturely, add an entropy bonus to the objective to encourage exploration. We can also restrict the entropy drop (likely through the trust region) to avoid aggressive changes in the policy. KL-divergence Aggressive policy change increases