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IntelLabs / coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
https://intellabs.github.io/coach/
Apache License 2.0
2.33k stars 461 forks source link

some wonderful algorithm #79

Closed zdx3578 closed 6 years ago

zdx3578 commented 6 years ago

https://github.com/pathak22/noreward-rl https://pathak22.github.io/noreward-rl/ realAI for Deep Reinforcement Learning ICM algorithm ? （Curiosity-driven Exploration for Deep Reinforcement Learning - realAI

itaicaspi-intel commented 6 years ago

It is currently not planned, but we are open for contributions

zdx3578 commented 6 years ago

https://github.com/openai/baselines/tree/master/baselines/her

zach-nervana commented 6 years ago

We have an implementation of HER in a private branch, maybe will come with next release.

zdx3578 commented 6 years ago

world models https://worldmodels.github.io

itaicaspi-intel commented 6 years ago

Thanks for the references. We add new algorithms to Coach from time to time, but the field is growing too fast for us to add all of them. We are open for contributions and encourage you to add new implementations to Coach and submit them as PRs. I am closing this issue for now. Thanks again!

zdx3578 commented 6 years ago

https://github.com/vitchyr/rlkit/blob/master/rlkit/torch/tdm/TDMs.md

zdx3578 commented 6 years ago

https://github.com/createamind/Imagination-Augmented-Agents/blob/master/README.md

zdx3578 commented 6 years ago

https://github.com/createamind/Imagination-Augmented-Agents/blob/master/README.md