Reinforcement Learning

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Performance Variation in Deep Reinforcement Learning

 🔥PyTorch  Content type: Academic
arxiv.org·

Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)

 📊Algorithms  Content type: Academic
web.mit.edu··Hacker News

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

 📊Algorithms
techxplore.com·

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

 📈Optimization  Content type: Blog
medium.com
·

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

 🤖AI
turingpost.com·

Fast and Highly Expressive Policy Learning for Offline Reinforcement Learning via Bootstrapped Flow Q-Learning

 📈Optimization  Content type: Academic
arxiv.org·

Geometrically Averaged Hard Target Updates for Linear Q-Learning

 📈Optimization  Content type: Academic
arxiv.org·

Deep reinforcement learning for process design: Review and perspective

 🧠Deep Learning  Content type: Academic
arxiv.org·

Discovering Interpretable Multi-Parameter Control Policies for Evolutionary Algorithms Using Deep Reinforcement Learning

 🧠Deep Learning  Content type: Academic
arxiv.org·

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

 🧠Deep Learning  Content type: Academic
arxiv.org·

Policy Gradient for Continuous-Time Robust Markov Decision Processes

 📈Optimization  Content type: Academic
arxiv.org·

Event-Driven Reinforcement Learning Enables Long-Horizon Control in Semiconductor Fabrication

 🔲Cellular Automata  Content type: Academic
arxiv.org·

UNIQ: Conformal Calibration for Adaptive Conservatism in Offline Reinforcement Learning

 🦙Ollama  Content type: Academic
arxiv.org·

Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models

 📈Optimization  Content type: Academic
arxiv.org·

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

 🔥PyTorch  Content type: Academic
arxiv.org·

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

 Code Generation  Content type: Academic
arxiv.org·

Development of COVID-19 Booster Vaccine Policy by Microsimulation and Q-learning

 🧠Deep Learning  Content type: Academic
arxiv.org·

GIFT: LLM-Guided State-Reward Interface for Financial Reinforcement Learning

 💬Prompt Engineering  Content type: Academic
arxiv.org·

Geometry-Aware Reinforcement Learning for 2D Irregular Nesting

 🔲Cellular Automata  Content type: Academic
arxiv.org·

Self-Distilled Policy Gradient

 📈Optimization  Content type: Academic
arxiv.org·

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