Policy Gradients in Reinforcement Learning
Deriving the policy gradient and comparing return-based, actor–critic, natural, trust-region, and deterministic methods.
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Coming soon
Simultaneous Direct Policy Learning: The Policy-Gradient Connection
A forthcoming note on direct policy learning and policy gradients.