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Twin Delayed Deep Deterministic Policy Gradient (Twin Delayed DDPG or TD3)

Overview

This project focuses on implementing Twin Delay DDPG. The algorithm is implemented in Python, and is
benchmarked in various simple environments against existing implementations

Resources

Papers

Libraries

  • Abseil
    • Argument parsing
  • PyTorch
    • DL Framework
  • Gymnasium
    • RL Environments

The Algorithm

Takeaways