Reinforcement Learning

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TT-DAC-PS: Twin-Target Deterministic Actor-Critic with Policy Smoothing for Optimal Trade Execution

 🔗Deep Learning  Content type: Academic
arxiv.org·

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

 🤖AI
turingpost.com·

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

 🤖AI
techxplore.com·

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

 🔗Deep Learning  Content type: Blog
medium.com
·

Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)

 🦾Robotics  Content type: Academic
web.mit.edu··Hacker News

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

 🔥PyTorch  Content type: Academic
arxiv.org·

Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning

 🔥PyTorch  Content type: Academic
arxiv.org·

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

 Generative AI  Content type: Academic
arxiv.org·

Structure-Conditioned Actor-Critic Branches for Quality-Diversity Reinforcement Learning

 🔥PyTorch  Content type: Academic
arxiv.org·

Dmsh: A Multi-Agent Reinforcement Learning Framework for All-Quad Mesh Generation

 🧠Neuromorphic Computing  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·

Merging model-based control with multi-agent reinforcement learning for multi-agent cooperative teaming strategies

 🦾Robotics  Content type: Academic
arxiv.org·

Geometrically Averaged Hard Target Updates for Linear Q-Learning

 🔥PyTorch  Content type: Academic
arxiv.org·

Performance Variation in Deep Reinforcement Learning

 📱Edge AI  Content type: Academic
arxiv.org·

Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Learning

 📝LLMs  Content type: Academic
arxiv.org·

GARL: Game-Theoretic Reinforcement Learning for Multi-Agent Strategic Prioritisation

 🤖AI  Content type: Academic
arxiv.org·

Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning

 📝LLMs  Content type: Academic
arxiv.org·

Beyond Uniform Token-Level Trust Region in LLM Reinforcement Learning

 📝LLMs  Content type: Academic
arxiv.org·

Reinforcement Learning for Flow-Matching Policies with Density Transport

 🤖AI  Content type: Academic
arxiv.org·

SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration

 🛡️AI Safety  Content type: Academic
arxiv.org·

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