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Add Prioritized Experience Replay for Rainbow implementation

Open Ashutosh-Adhikari opened this issue 8 years ago • 3 comments

Should we work upon adding Prioritized Experience Replay ?

Ashutosh-Adhikari avatar Apr 20 '18 03:04 Ashutosh-Adhikari

yeah you are more than welcome to implement that. I had no access to GPU recently and just get one. But I personally may not give this high priority since a2c (https://github.com/hengyuan-hu/a2c) learns much faster.

hengyuan-hu avatar Apr 20 '18 04:04 hengyuan-hu

Why does a2c learn much faster? Should rainbow be the fastest overall?

forhonourlx avatar Apr 21 '18 04:04 forhonourlx

Hi @hengyuan-hu , you willing to merge the request on PER ? Or do you wish we should conduct more experiments ?

Ashutosh-Adhikari avatar Jul 31 '18 14:07 Ashutosh-Adhikari