Reinforcement Learning

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Performance Variation in Deep Reinforcement Learning

 🤖Machine Learning  Content type: Academic
arxiv.org·

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

 🤖AI  Content type: Blog

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

 🤖Machine Learning  Content type: Blog
medium.com
·

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

 🤖Machine Learning
techxplore.com·

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

 🤖Robotics  Content type: Code
github.com··r/opensource

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

 🤖Transformers

Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)

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

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

 🤖AI
turingpost.com·

Deep Reinforcement Learning for Adaptive Power Allocation in ISAC Systems with Mobile Target

 🤖Robotics  Content type: Academic
arxiv.org·

Space-sampled Value Decay: Forgetting Mechanisms for Non-stationary Deep Reinforcement Learning

 🤖Machine Learning  Content type: Academic
arxiv.org·

Multi-agent rendezvous in fluid flows via reinforcement learning

 🤖Robotics  Content type: Academic
arxiv.org·

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

 🤖AI  Content type: Academic
arxiv.org·

Deterministic Policy Gradient for Learning Equilibrium in Time-Inconsistent Control Problems

 🤖AI  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·

Improving Generalization and Data Efficiency with Diffusion in Offline Multi-agent RL

 🗄️Vector Databases  Content type: Academic
arxiv.org·

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

 🗣️Speech Recognition  Content type: Academic
arxiv.org·

Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria

 🤖AI  Content type: Academic
arxiv.org·

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

 SIMD Optimization  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·

KinematicRL: A Sim-to-Real Reinforcement Learning Framework For Social Navigation With Kinodynamic Feasibility

 🤖Robotics  Content type: Academic
arxiv.org·

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