Reinforcement Learning

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Self-evolving LLM agents with in-distribution Optimization

 🧠AI Agents  Content type: Academic
arxiv.org·

Researchers develop AI-powered railway control system for efficient urban train operation

 🧠AI Agents
techxplore.com·

How to Implement a Model-Free RL Algorithm: A Step-by-Step Guide

 🤖Coding Agents  Content type: Blog

Q-Learning (Reinforcement learning): Bellman Equation, Markov Decision Processes, Q-Values, and…

 🤖Machine Learning  Content type: Blog
medium.com
·

Reasoning RL in 2026: GRPO, DPO, RLVR, Agentic PO & Beyond

 🤖AI
turingpost.com·

Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI

 🏗️AI Infrastructure  Content type: Blog
aws.amazon.com·

SimarcLabs/pybullet-swarm-sim: Python framework for simulating drone swarms with PyBullet in seconds.

 🧠AI Agents  Content type: Code
github.com··r/opensource

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

 🧠AI Agents

Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)

 🤖Machine Learning  Content type: Academic
web.mit.edu··Hacker News

Are Classical Machine Learning Jobs Dying?

 🤖Machine Learning  Content type: Blog
medium.com·

Multi-agent rendezvous in fluid flows via reinforcement learning

 🧠AI Agents  Content type: Academic
arxiv.org·

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

 🤖Machine Learning

Time-slip in AI sepsis models may inflate results, risking under- or overtreatment

 🧠AI Agents
medicalxpress.com·

Model predictive task sampling for efficient and robust adaptation

 💬LLMs  Content type: Academic
nature.com·

AI Agent Mastery & Coaching

 🧠AI Agents
ruv.io·

Introducing North Mini Code: Cohere’s First Model For Developers

 🤖Machine Learning  Content type: Blog

Reinforcement Learning Disrupts Gradient-Based Adversarial Optimization

 🤖Machine Learning  Content type: Academic
arxiv.org·

Import AI 460: Reward hacking society, RSI data from Anthropic; and RL-based quadcopter racing

 🧠AI Agents
jack-clark.net·

Some Interesting Papers on RLVR

 💬LLMs
lesswrong.com·

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

 🧠AI Agents
zenodo.org··Hacker News

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