https://github.com/d0mih/deep-learning-super-mario

Several approaches using deep reinforcement learning to play Super Mario Bros.
https://github.com/d0mih/deep-learning-super-mario

actor-critic deep-learning deep-reinforcement-learning mario neuro-evolution reinforcement-learning super-mario-bros super-mario-bros-ai torch

Last synced: 7 months ago
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Several approaches using deep reinforcement learning to play Super Mario Bros.

• Host: GitHub
• URL: https://github.com/d0mih/deep-learning-super-mario
• Owner: D0miH
• License: mit
• Created: 2019-06-27T16:09:59.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-08-28T10:20:48.000Z (about 6 years ago)
• Last Synced: 2025-02-26T20:22:35.244Z (8 months ago)
• Topics: actor-critic, deep-learning, deep-reinforcement-learning, mario, neuro-evolution, reinforcement-learning, super-mario-bros, super-mario-bros-ai, torch
• Language: Python
• Homepage:
• Size: 46.5 MB
• Stars: 11
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# deep-learning-super-mario

In this repo we tried several approaches in deep reinforcement learning to play Super Mario Bros. 

# Actor Critic Approach

![actor-critic-world 1-1](./.github/ac-world1-1.gif)

![actor-critic-world 1-1](./.github/ac-world1-2.gif)

# Neural Evolution Approach

![actor-critic-world 1-1](./.github/neural-evolution-world1-1.gif)