Reinforcement Learning

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

 🚗Autonomous Systems  Content type: Blog
medium.com
·

Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)

 🚗Autonomous Systems  Content type: Academic
web.mit.edu··Hacker News

Geometry-Aware Reinforcement Learning for 2D Irregular Nesting

 🧠AI Agents  Content type: Academic
arxiv.org·

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

 🧠AI Agents
anjalishriva.com··Hacker News

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

 🤖AI
turingpost.com·

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

 🧠AI Agents
medicalxpress.com·

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

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

Reinforcement learning in linear embedding space unlocks generalizable control across soft robot configurations

 🤖Robotics  Content type: Academic
nature.com·

Some Interesting Papers on RLVR

 🧠LLMs
lesswrong.com·

How to Train Your Goblin

 🧠LLMs

Core Automation co-founder Jerry Tworek jokes that Nvidia's CUDA translates to miracles in Polish

 🔶Hacker News
digg.com·

What is MBPO? A Beginner’s Guide to Efficient Reinforcement Learning

 ⚙️MLOps  Content type: Blog

Variational Proximal Policy Optimization

 📡Edge Computing  Content type: Academic
arxiv.org·

Towards Shutdownable Agents: Generalizing Stochastic Choice in RL Agents and LLMs

 🧠AI Agents
lesswrong.com·

Deep reinforcement learning for process design: Review and perspective

 🧠AI Agents  Content type: Academic
arxiv.org·

Performance Variation in Deep Reinforcement Learning

 🧠LLMs  Content type: Academic
arxiv.org·

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

 🤖Robotics  Content type: Academic
arxiv.org·

Learning to replenish: A hybrid deep reinforcement learning for dynamic inventory management in the pharmaceutical supply chains

 🕸️Distributed Systems  Content type: Academic
arxiv.org·

UNIQ: Conformal Calibration for Adaptive Conservatism in Offline Reinforcement Learning

 🕸️Distributed Systems  Content type: Academic
arxiv.org·

Dynamic Multi-Pair Trading Strategy in Cryptocurrency Markets with Deep Reinforcement Learning

 🤖AI  Content type: Academic
arxiv.org·

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