ugurkanates/awesome-real-world-rl
A curated list of resources for applying Reinforcement Learning to real-world scenarios, covering simulation-to-real transfer, robotics, imitation learning, and meta-learning.

This repository compiles resources to help practitioners make RL work in practical situations. It organizes academic papers, books, conference talks, datasets, and projects across topics including sim-to-real transfer with GANs, imitation learning, meta-reinforcement learning, multi-agent systems, and offline RL. The list also includes prominent researchers and companies to follow in the field.
Frequently asked
- What is ugurkanates/awesome-real-world-rl?
- A curated list of resources for applying Reinforcement Learning to real-world scenarios, covering simulation-to-real transfer, robotics, imitation learning, and meta-learning.
- Is awesome-real-world-rl open source?
- Yes — ugurkanates/awesome-real-world-rl is open source, released under the CC0-1.0 license.
- How popular is awesome-real-world-rl?
- ugurkanates/awesome-real-world-rl has 458 stars on GitHub.
- Where can I find awesome-real-world-rl?
- ugurkanates/awesome-real-world-rl is on GitHub at https://github.com/ugurkanates/awesome-real-world-rl.