Compiler optimisation:

• Compiler gym
• MLGO

Games:

• Human-AI in-game collaboration
• Chess player training
• Level generation

Energy:

• Power grid management
• Control for nuclear fusion
• Gas turbines

Logistics:

• Resource balancing
• Dynamic dispatching
• Datacenter congestion control

Healthcare:

• Border testing
• Lockdown control

Chip design:

• Chip floorplanning
• Prefix circuits optimisation

Control:

• Stratospheric baloons navigation
• Industrial control
• Robots for manufacturing review

Drug/Material Discovery:

• Molecule generation

Miscellaneous:

• A GitHub list of rea-world RL applications
• Fine-tuning language models using human feedback
• Maintenance planning
• Video Compression
• Instance segmentation
• Water treatment
• Bandits for the Internal Revenue Service

Finance:

• FinRL library
• Trading

This page is based on the twitter thread I posted here and incorporates all of the comments I got. If you want to add something to the list, please, drop me a line.

<aside> 💡 I’d like to thank everyone who tweeted the suggestions, namely, @thecharlieblake, @MinqiJiang, @GordonMcGregor, @rasbt, @unsorsodicorda, @VidehNema, @Khoa_NguyenTuan, @rishabh16_, @karch_tristan, @tesslerc, @togelius, @realZhihaoLiu, @HamedKhorasgani, @Athekunal, @xicocaio,

</aside>