Reinforce Agent playing Pixelcopter-PLE-v0

This is a trained REINFORCE agent playing Pixelcopter-PLE-v0.

It was implemented as part of Unit 4 of the Hugging Face Deep Reinforcement Learning Course.

Training Performance

The plot below shows the raw episode reward during training along with a 100-episode moving average.

Pixelcopter training scores

Evaluation

Mean reward: 45.30 ± 24.68

Course

To learn how to implement and train a REINFORCE agent, see Unit 4 of the Deep Reinforcement Learning Course:

https://huggingface.co/learn/deep-rl-course/unit4/introduction

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Evaluation results