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CS234: Reinforcement Learning Winter 2025
(web.stanford.edu) by jonbaer | view | 60 comments
TMLR: Outcome-Based Reinforcement Learning to Predict the Future
(openreview.net) by bturtel | view | 1 comments
Olympiad-level formal mathematical reasoning with reinforcement learning
(nature.com) by mauricioc | view | 0 comments
CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning
(github.com) by yhzan | view | 1 comments
An FAQ on Reinforcement Learning Environments
(epoch.ai) by dcre | view | 0 comments
Reinforcement Learning Control of Quantum Error Correction
(arxiv.org) by SweetSoftPillow | view | 0 comments
Agents Need Work Data: A Primer on RLWD, or Reinforcement Learning on Work Data
(anjalishriva.com) by nsahu | view | 0 comments
Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)
(web.mit.edu) by sebzuddas | view | 0 comments
Human-Centered Reinforcement Learning [pdf]
(ml.cmu.edu) by ankitg12 | view | 0 comments
Reinforcement learning in language models recruits a functional welfare axis
(functionalwelfare.com) by paraschopra | view | 0 comments
Unix-CTF: Procedural Environments for Unix-Competence Reinforcement Learning
(twitter.com) by AMavorParker | view | 0 comments
Reinforcement Learning, in Pictures and Videos
(suriya.cc) by suriya-ganesh | view | 0 comments
Richard Sutton – Father of reinforcement learning thinks LLMs are a dead end [video]
(youtube.com) by evo_9 | view | 0 comments
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning
(arxiv.org) by lexandstuff | view | 0 comments
Discovering Reinforcement Learning Interfaces with Large Language Models
(akshat-sj.github.io) by paraschopra | view | 0 comments
'Try, Score, Change': Reinforcement Learning for Children
(gwern.net) by helloplanets | view | 0 comments
Solving Physics Olympiad via reinforcement learning on physics simulators
(sim2reason.github.io) by ivansavz | view | 0 comments
Autonomous Rocket Landing with Reinforcement Learning (YouTube)
(youtube.com) by rafacm | view | 1 comments
Formalizing the "generative crash" via inverse reinforcement learning
by abrahamhaskins | view | 0 comments
Show HN: REST API for Gymnasium (fka OpenAI Gym) reinforcement learning library
(github.com) by cloudkj | view | 0 comments
What is reinforcement learning finetuning
(youtube.com) by kumama | view | 0 comments
How LLMs Got Good: Humility, Tools, and Reinforcement Learning
(medium.com) by tudorhn | view | 0 comments
Hamilton-Jacobi-Bellman Equation: Reinforcement Learning and Diffusion Models
(dani2442.github.io) by sebzuddas | view | 0 comments
Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents
(arxiv.org) by brandonb | view | 0 comments
Rust-accelerated reinforcement learning, 140x faster than Python
(github.com) by wkowalpl | view | 1 comments
Reinforcement Learning (I.e. Policy Gradient Algorithms)
(rlhfbook.com) by vinhnx | view | 0 comments
Reinforcement Learning environments and how to build them
(unsloth.ai) by vinhnx | view | 0 comments
AI Gold Trading Bot reinforcement learning system for autonomous XAUUSD trading
(github.com) by solosquad | view | 0 comments
How Well Does Reinforcement Learning Scale?
(tobyord.com) by AntiDyatlov | view | 0 comments
A Reinforcement Learning Environment for Automatic Code Optimization in MLIR
(arxiv.org) by matt_d | view | 0 comments
Why reinforcement learning breaks at scale, and how a new method fixes it
(techxplore.com) by brandonb | view | 0 comments
Reinforcement Learning for LLMs
(mesuvash.github.io) by gmays | view | 0 comments
Notes on Reinforcement Learning
(mattlanders.net) by sato_sakura | view | 0 comments
Intuitive Intro to Reinforcement Learning for LLMs
(mesuvash.github.io) by mesuvash | view | 0 comments
Experiential Reinforcement Learning
(arxiv.org) by geophile | view | 0 comments
Composition-RL: Compose Verifiable Prompts for Reinforcement Learning of LLMs
(arxiv.org) by gmays | view | 0 comments
Maximum Likelihood Reinforcement Learning
(zanette-labs.github.io) by belleville | view | 0 comments
A Survey of In-Context Reinforcement Learning
(arxiv.org) by handfuloflight | view | 0 comments
A reinforcement learning agent that learns to play Kung Fu Master
(shantanugoel.com) by devnonymous | view | 0 comments
Reinforcement Learning from Human Feedback
(arxiv.org) by onurkanbkrc | view | 0 comments
HelloRL: A modular framework, like Lego for Reinforcement Learning
(github.com) by AndrewHart | view | 1 comments
When deep reinforcement learning meet trading
(github.com) by solosquad | view | 1 comments
Reinforcement learning for humans – Quiz your understanding
(cramsandwich.com) by filepod | view | 0 comments
Why reinforcement learning plateaus without representation depth (NeurIPS 2025)
(venturebeat.com) by brandonb | view | 0 comments
An FAQ on Reinforcement Learning Environments
(epoch.ai) by dcre | view | 0 comments
Deep reinforcement learning trading bot 90%-120% returns yearly
(github.com) by solosquad | view | 0 comments
Show HN: Reinforcement learning tic-tac-toe in C, annotated
(github.com) by aportnoy | view | 0 comments
Prompt optimization can outperform reinforcement learning on LLMs
(sderosiaux.substack.com) by chtefi | view | 0 comments
Reinforcement learning without human annotations
(twitter.com) by armytricks | view | 0 comments
Potential-Based Reward Shaping in Reinforcement Learning
(medium.com) by brandonb | view | 0 comments