README.md

metadata

tags:
  - CartPole-v1
  - reinforce
  - reinforcement-learning
  - custom-implementation
  - deep-rl-class
model-index:
  - name: Reinforce-CartPole-v1
    results:
      - task:
          type: reinforcement-learning
          name: reinforcement-learning
        dataset:
          name: CartPole-v1
          type: CartPole-v1
        metrics:
          - type: mean_reward
            value: 500.00 +/- 0.00
            name: mean_reward
            verified: false

Reinforce Agent playing CartPole-v1

This is a trained model of a Reinforce agent playing CartPole-v1 . To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: https://huggingface.co/deep-rl-course/unit4/introduction

Training hyperparameters

cartpole_hyperparameters = {
  "h_size": 8,
  "n_training_episodes": 4000,
  "n_evaluation_episodes": 10,
  "max_t": 500,
  "gamma": 0.98,
  "lr": 1e-3,
  "env_id": env_id,
  "state_space": s_size,
  "action_space": a_size,
}