Reinforcement Learning

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Policy Gradient for Continuous-Time Robust Markov Decision Processes

 📊Optimization  Content type: Academic
arxiv.org·

Agents Need Work Data: A Primer on RLWD, or Reinforcement Learning on Work Data

 📊Optimization

Some Interesting Papers on RLVR

 📐Linear Algebra
lesswrong.com·

Researchers trained an open source AI search agent, Harness-1, that outperforms GPT-5.4 on recalling relevant information

 💬Natural Language Processing

Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)

 🧠Deep Learning  Content type: Academic
web.mit.edu··Hacker News

OpenEnv is now owned by HF, Torch, Prime Intellect, Unsloth, Modal, Mercor, and more! Use it for training agents.

 🤖AI  Content type: Blog

See, Act, Correct: three levers for working with a code agent

 🗣️Large Language Models  Content type: Blog

NVIDIA Nemotron 3 Ultra Powers Faster, More Efficient Reasoning for Long-Running Agents

 🗣️Large Language Models  Content type: Blog

Memoirs of a Learning Machine: Autobiographical Self-Training and the Self-Training Gap

 🗣️Large Language Models
zenodo.org··Hacker News

Good teachers don’t cheat

 📡Information Theory  Content type: Blog

How to Train Your Goblin

 🤖AI

Towards End to End Motion Planning and Execution for Autonomous Underwater Vehicles Using Reinforcement Learning

 📊Optimization  Content type: Academic
arxiv.org·

How to Stop Shipping Low-Quality RL Environments (with Examples)

 🗣️Large Language Models  Content type: News
latent.space··Hacker News

LLM Research Papers: The 2026 List (January to May)

 💬Natural Language Processing  Content type: News

I got so mad at poke(rogue)like that I trained a RL agent to beat it for me

 🤖AI  Content type: Blog

Performance Variation in Deep Reinforcement Learning

 🗣️Large Language Models  Content type: Academic
arxiv.org·

Risk Has an Owner, and It's Not the AI

 🎯Decision Theory  Content type: Blog
aaddrick.com··Hacker News

Self-Paced Curriculum Reinforcement Learning for Autonomous Superbike Racing in Simulation

 Automatic Differentiation  Content type: Academic
arxiv.org·

Deep reinforcement learning for process design: Review and perspective

 🧠Deep Learning  Content type: Academic
arxiv.org·

Training Deliberative Monitors for Black-Box Scheming Detection

 Automatic Differentiation
lesswrong.com·

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