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GitHub / TarshinHUANG / ME5406Proj2
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TarshinHUANG%2FME5406Proj2
Stars: 1
Forks: 2
Open Issues: 0
License: mit
Language: Python
Repo Size: 19.7 MB
Dependencies:
30
Created: over 2 years ago
Updated: over 2 years ago
Last pushed: over 2 years ago
Last synced: over 1 year ago
Files
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Readme
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Dependencies
A2C/requirements.txt
pypi
- gym ==0.21.0
- matplotlib ==3.5.0
- numpy ==1.19.5
- pyglet ==1.5.21
- sympy ==1.9
- tensorflow ==2.6.0
- tqdm ==4.62.3
DQN/requirement.txt
pypi
- Readme *
- Therequirementisasfollowing *
- Thisprojectisbuiltfor *
- ThisprojectutilizedPytorchandTensorflowsothatthelearningagentlearnsfirstlyapproachingtothefootballandthenkickingthefootballtothetargetposition.DeepRLmethodsincludingDQN ,DDPG,A2C,andPPOareattemptedinthisproject,anddifferentmethodshasdifferentenvironmentrequirements.Theintroductionofincludedfilesandmethodstosetuptheenvironmentswithrespecttodifferentlearningmethodareintroducedasbelow
- gym *
- keras *
- matplotlib *
- numpy *
- pyglet *
- sympy *
- tensorflow2.7.0 *
- tqdm *
PPO/requirements.txt
pypi
- gym ==0.19.0
- numpy ==1.19.5
- pyglet ==1.5.21
- stable-baselines3 ==1.3.0
- tensorboard ==2.7.0
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.0
- torch ==1.8.2
- torch-tb-profiler ==0.3.1
- torchaudio ==0.8.2
- torchvision ==0.9.2