Continuous control with deep reinforcement learning

Short summary

A novel actor-critic, model-free algorithm, the Deterministic Policy Gradient (DPG), robustly solves over 20 simulated physics tasks with continuous action spaces, matching planning algorithm performance and learning end-to-end from raw pixels.

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