https://github.com/cair/ray-bugfix

A workaround to issues with Rllib, given it does not work for your current gym environment. CarRacing-v0 is one of these.

https://github.com/cair/ray-bugfix

Science Score: 13.0%

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Last synced: 10 months ago · JSON representation

Repository

A workaround to issues with Rllib, given it does not work for your current gym environment. CarRacing-v0 is one of these.

Basic Info
  • Host: GitHub
  • Owner: cair
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 38.1 KB
Statistics
  • Stars: 1
  • Watchers: 5
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 5 years ago · Last pushed over 4 years ago
Metadata Files
Readme

README.md

ray-bugfix

This is a workaround to issues with RLLib, such as https://github.com/ray-project/ray/issues/15089 Though it can be used for any gym environment, with very small changes

Information for running scripts

The NN models can be changed or fixed in the model.py file

The update algorithm can be added similarly to the DQN.py and PPO.py files (please stay consistent when doing so)

To change the task, change the worker.py and episodeTest.py - performNActions function

The hyperparameters, are in the runner.py file, with the scripts being run from there

A more cluttered version of this can be found in the rayParameters.py file

Owner

  • Name: Centre for Artificial Intelligence Research (CAIR)
  • Login: cair
  • Kind: organization
  • Email: cair-internal@uia.no
  • Location: Grimstad, Norway

CAIR is a centre for research excellence on artificial intelligence at the University of Agder. We attack unsolved problems, seeking superintelligence.

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