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GitHub / Alberto-00 / Super-Mario-Bros-AI
The following project concerns the development of an intelligent agent for the famous game produced by Nintendo Super Mario Bros. More in detail: the goal of this project was to design, implement and train an agent with the Q-learning reinforcement learning algorithm.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alberto-00%2FSuper-Mario-Bros-AI
Stars: 1
Forks: 0
Open Issues: 0
License: None
Language: Python
Repo Size: 28.3 MB
Dependencies:
136
Created: 7 months ago
Updated: about 1 month ago
Last pushed: 6 months ago
Last synced: about 1 month ago
Commit Stats
Commits: 65
Authors: 3
Mean commits per author: 21.67
Development Distribution Score: 0.092
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/Alberto-00/Super-Mario-Bros-AI
Topics: deep-neural-networks, double-deep-q-learning, double-deep-q-network, double-deep-q-networks, qlearning, qlearning-algorithm, reinforcement-learning, reinforcement-learning-agent, reinforcement-learning-algorithms, reinforcement-learning-environments, sarsa, sarsa-algorithm
Files
Dependencies
- Babel ==2.13.1
- Jinja2 ==3.1.2
- MarkupSafe ==2.1.3
- Pillow ==10.1.0
- PyYAML ==6.0.1
- Pygments ==2.17.1
- QtPy ==2.4.1
- Send2Trash ==1.8.2
- anyio ==4.0.0
- argon2-cffi ==23.1.0
- argon2-cffi-bindings ==21.2.0
- arrow ==1.3.0
- asttokens ==2.4.1
- async-lru ==2.0.4
- attrs ==23.1.0
- beautifulsoup4 ==4.12.2
- bleach ==6.1.0
- certifi ==2023.11.17
- cffi ==1.16.0
- charset-normalizer ==3.3.2
- cloudpickle ==3.0.0
- comm ==0.2.0
- contourpy ==1.2.0
- cycler ==0.12.1
- debugpy ==1.8.0
- decorator ==5.1.1
- defusedxml ==0.7.1
- exceptiongroup ==1.1.3
- executing ==2.0.1
- fastjsonschema ==2.19.0
- filelock ==3.13.1
- fonttools ==4.44.3
- fqdn ==1.5.1
- fsspec ==2023.10.0
- gym ==0.25.2
- gym-notices ==0.0.8
- gym-super-mario-bros ==7.4.0
- idna ==3.4
- imageio ==2.33.0
- install ==1.3.5
- ipykernel ==6.26.0
- ipython ==8.17.2
- ipywidgets ==8.1.1
- isoduration ==20.11.0
- jedi ==0.19.1
- json5 ==0.9.14
- jsonpointer ==2.4
- jsonschema ==4.20.0
- jsonschema-specifications ==2023.11.1
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- jupyter-events ==0.9.0
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- kiwisolver ==1.4.5
- matplotlib ==3.8.2
- matplotlib-inline ==0.1.6
- mistune ==3.0.2
- mpmath ==1.3.0
- nbclient ==0.9.0
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- nes-py ==8.2.1
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- networkx ==3.2.1
- notebook ==7.0.6
- notebook_shim ==0.2.3
- numpy ==1.23.5
- nvidia-cublas-cu12 ==12.1.3.1
- nvidia-cuda-cupti-cu12 ==12.1.105
- nvidia-cuda-nvrtc-cu12 ==12.1.105
- nvidia-cuda-runtime-cu12 ==12.1.105
- nvidia-cudnn-cu12 ==8.9.2.26
- nvidia-cufft-cu12 ==11.0.2.54
- nvidia-curand-cu12 ==10.3.2.106
- nvidia-cusolver-cu12 ==11.4.5.107
- nvidia-cusparse-cu12 ==12.1.0.106
- nvidia-nccl-cu12 ==2.18.1
- nvidia-nvjitlink-cu12 ==12.3.52
- nvidia-nvtx-cu12 ==12.1.105
- opencv-python ==4.8.1.78
- overrides ==7.4.0
- packaging ==23.2
- pandocfilters ==1.5.0
- parso ==0.8.3
- pexpect ==4.8.0
- platformdirs ==4.0.0
- prometheus-client ==0.18.0
- prompt-toolkit ==3.0.41
- psutil ==5.9.6
- ptyprocess ==0.7.0
- pure-eval ==0.2.2
- pycparser ==2.21
- pygame ==2.5.2
- pyglet ==1.5.21
- pyparsing ==3.1.1
- python-dateutil ==2.8.2
- python-json-logger ==2.0.7
- pyzmq ==25.1.1
- qtconsole ==5.5.1
- referencing ==0.31.0
- requests ==2.31.0
- rfc3339-validator ==0.1.4
- rfc3986-validator ==0.1.1
- rpds-py ==0.13.1
- six ==1.16.0
- sniffio ==1.3.0
- soupsieve ==2.5
- stack-data ==0.6.3
- sympy ==1.12
- terminado ==0.18.0
- tinycss2 ==1.2.1
- tomli ==2.0.1
- torch ==2.1.1
- torchaudio ==2.1.1
- torchvision ==0.16.1
- tornado ==6.3.3
- tqdm ==4.66.1
- traitlets ==5.13.0
- triton ==2.1.0
- types-python-dateutil ==2.8.19.14
- typing_extensions ==4.8.0
- uri-template ==1.3.0
- urllib3 ==2.1.0
- wcwidth ==0.2.10
- webcolors ==1.13
- webencodings ==0.5.1
- websocket-client ==1.6.4
- widgetsnbextension ==4.0.9