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·

Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)

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

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

 🔗Deep Learning  Content type: Blog
medium.com
·

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

 📝LLMs
lesswrong.com·

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

 🤖AI
turingpost.com·

DDPG from Scratch: 400-Line PyTorch Implementation

 🔗Deep Learning
tildalice.io·

Geometry-Aware Reinforcement Learning for 2D Irregular Nesting

 🧠Neuromorphic Computing  Content type: Academic
arxiv.org·

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

 🔥PyTorch  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·

Performance Variation in Deep Reinforcement Learning

 📱Edge AI  Content type: Academic
arxiv.org·

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

 📝LLMs  Content type: Academic
arxiv.org·

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

 🤖AI  Content type: Academic
arxiv.org·

Reinforcement Learning for Flow-Matching Policies with Density Transport

 🤖AI  Content type: Academic
arxiv.org·

Cooperative Long Rope Skipping via Multi-Agent Reinforcement Learning

 🦾Robotics  Content type: Academic
arxiv.org·

Agentic Monte Carlo: Simulating Reinforcement Learning for Black-Box Agents

 🧠Machine Learning  Content type: Academic
arxiv.org·

Self-evolving LLM agents with in-distribution Optimization

 📝LLMs  Content type: Academic
arxiv.org·

RUBAS: Rubric-Based Reinforcement Learning for Agent Safety

 Generative AI  Content type: Academic
arxiv.org·

Learning Predictive Control with Deep Koopman Operators for Autonomous Vehicle Motion Planning

 🔗Deep Learning  Content type: Academic
arxiv.org·

The Neutral Mask: How RLHF Provides Shallow Alignment while Leaving Partisan Structure Intact in a Large Language Model

 Generative AI  Content type: Academic
arxiv.org·

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