A2C Agent playing Sonic the Hedgehog 🦔 (Left 1 update // Right 260)

⚠️ We launched a new free Deep Reinforcement Learning Course with Hugging Face 🤗 from beginner to expert, here : huggingface.co/deep-rl-course/unit0/introduction
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Results of my A2C implementation with Tensorflow where we train our agent to play the famous Sega Genesis (MegaDrive) game Sonic the Hedgehog 🦔.

Left record is after only 1 update
Right record is after 260 updates (about 10 hours of training on one Nvidia GPU). As you can see our player is blocked by the loop this will be solved with the PPO implementation next time.

The implementation with Tensorflow:
github.com/simoninithomas/Deep_reinforcement_learn…

This implementation is part of Deep Reinforcement Learning Course with Tensorflow 🕹️. Check the syllabus here: simoninithomas.github.io/Deep_reinforcement_learni…