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TD3

Aug 11, 2025 Reinforcement Learning 14 min read

Reinforcement Learning (3): Policy Gradient and Actor-Critic Methods

From REINFORCE to SAC -- how policy gradient methods directly optimize policies, naturally handle continuous actions, and power modern algorithms like PPO, TD3, and SAC.