Skip to content

Benchmarking Canonical Evolution Strategies for Playing Atari

Notifications You must be signed in to change notification settings

PatrykChrabaszcz/Canonical_ES_Atari

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Canonical ES for benchmarking Atari Arxiv Paper: https://arxiv.org/abs/1802.08842

Code based on: https://github.com/openai/evolution-strategies-starter

Atari library version 0.9.1 : https://gym.openai.com/envs/#atari

QBert bug: https://www.youtube.com/watch?v=meE5aaRJ0Zs&feature=em-comments

QBert bug (fails to exploit):

https://www.youtube.com/watch?v=XoRV2rxkFG8&feature=youtu.be

All games (Cherry picked solutions): https://www.youtube.com/watch?v=0wDzPBiURSI

Run viz.py for evaluation of the policy that finds a Qbert bug. Rerun it until the bug appears. For evaluation of 30 runs it appeared in 8.

About

Benchmarking Canonical Evolution Strategies for Playing Atari

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published