Understanding Cartpole Ddpg

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Key Takeaways about Cartpole Ddpg

  • Just like we did before for Q-learning, this time we'll design a TensorFlow network to learn
  • Primitive model using reinforcement learning to simulate the
  • Deep Deterministic Policy Gradients (
  • GitHub: https://github.com/robotics-laboratory/cart_pole Hardware: - Controller ESP32 - stepper motor + belt drive - magnetic ...
  • Using a Deep Q Network to control a

Detailed Analysis of Cartpole Ddpg

Cartpole ddpg We implemented Vanilla Policy Gradient Algorithm (REINFORCE) to control See: Continuous control with deep reinforcement learning by Lillicrap, TP, et al. (https://arxiv.org/abs/1509.02971)

This video is a short clip of a trained DQNAgent and a trained PGAgent playing the classical control game

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