Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
This list is big compilation of all things trying to adapt Reinforcement Learning techniques in real world.Either it's mixing real world data into mix or trying to adapt simulations in a better way.It will also include some of Imitation Learning and Meta Learning along the way. If you have anything missing feel free to open a PR,I'm all for community contributions.
Any academic work done related to RL in real world.This is the other part of list,anything doesn't fit but still related gets here.
Any book dedicated to RL in real world or book parts that contains related content.
Any recorded talk related to subject goes here.
Free or paid courses related to subject goes here.
Any paper uses GANs to generate realistic simulation images for adaptation of policy goes here.
Anything Meta RL goes here.
Anything Imitation Learning goes here.
Anything Multi Agent Real World RL related goes here.
Any real world news or projects deployed RL in real life goes here.Mostly news,comments,blog posts etc.
Anything Offline Reinforcement Learning goes here.
Saved datasets goes here.
Any project link available on internet related to it goes here.
Open source libraries related goes to here.
Contributions welcome! Read the contribution guidelines first.
To the extent possible under law, Ugurkan Ates has waived all copyright and related or neighboring rights to this work.
Contributors: Ugurkan Ates