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71 Projects

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Tech
Winner
Build. Scratch for Reinforcement Learning Environments

Build. Scratch for Reinforcement Learning Environments

by Team Transpira

Making RL more accessible WITH A TWIST ;)

Built withClaude API+3
TypeScript52.4%Python46.4%+32
A
M
A
4 members
#1
Winner
BrickedUp!

BrickedUp!

by Carataners

RSI on semi-verifiable tasks

Python61.3%HTML23.1%+61
M
Cara Lee
2 members
#2
Winner
Tera: Zero Token Browser Use
YouTube

Tera: Zero Token Browser Use

by Tera: RL Browser Environment for Zero Token Browser Use

A RL browser env (Markov Decision Process) for agents to improve and execute from past traces. Solve once; Reuse forever.

Built withClaude API+16
Swift82.8%JavaScript8.8%+5GPL-3.0
N
A
2 members
#3
Finalist
Most Viral
Nomos

Nomos

by Nomos

The end of the traffic light.

TracksML Research+2
Built withClaude+10
Python82.7%JavaScript11.3%+2
Azra Bano
R
A
4 members
#4
Finalist
Best Design
Traceback

Traceback

by Traceback

Snapshot the trajectory. Explore every plausible reward hack. Automatically patch the verifier. Prove the fix.

TrackBest Design
Built withClaude API+11
Python78.6%TypeScript14.6%+63
Katherine Hu
A
Akhil Kagithapu
4 members
#6
Finalist
Most Utopian
Treesearch

Treesearch

by GL

RL data for Autonomous Farming Businesses

TrackMost Utopian
Built with3js+7
TypeScript49.9%Python44%+4
L
G
2 members
#7
Finalist
Most Creative
Korean BBQ ACT

Korean BBQ ACT

by KBBQ

Robot Arm that grills Korean bbq for you so you don't have to.

TrackMost Creative
Built withPython
Python100%
J
1 member
#8
Finalist
FleetForge

FleetForge

by FleetRL

Train, evaluate, and deploy intelligence for orchestrating autonomous fleets.

Built withCustom reward modeling+19
Python50.9%JavaScript48.8%+12
Samyak Shrimali
A
A
3 members
#5
Finalist
Goodhart

Goodhart

by Goodhart

The automated red-teamer that finds the cracks in your reward function before your model does.

Built withClaude API+4
Python71.9%HTML27.8%+2
Rushil Jaiswal
R
A
3 members
#9