/Some-RL-Implementation

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Some-RL-Implementation (more to be added)

  1. Policy gradients in TensorFlow for CartPole environment in OpenAI gym
  2. Partial implementation of the paper Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning (https://arxiv.org/pdf/1708.02596.pdf)
  3. Implementation of the bit-flipping example in the paper Hindsight Experience Replay (https://arxiv.org/pdf/1707.01495.pdf)
  4. Proximal Policy Optimization (PPO) Algorithms