🎯 Reinforcement Learning - hello · Scour

Predictive Representations for Skill Transfer in Reinforcement Learning 📊Dynamic Programming

arxiv.org·5d

Introduction to Reinforcement Learning Agents with the Unity Game Engine 📊Dynamic Programming

towardsdatascience.com·3d

A Comparative Theoretical Analysis of Entropy Control Methods in Reinforcement Learning 📊Dynamic Programming

arxiv.org·15h

StructRL: Recovering Dynamic Programming Structure from Learning Dynamics in Distributional Reinforcement Learning 📊Dynamic Programming

arxiv.org·1d

Self-Distilled Reinforcement Learning for Co-Evolving Agentic Recommender Systems ⚓Anchors

arxiv.org·15h

From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models 💬Prompt Engineering

arxiv.org·1d

You Only Judge Once: Multi-response Reward Modeling in a Single Forward Pass 💬Prompt Engineering

arxiv.org·15h

Adaptive Simulation Experiment for LLM Policy Optimization 💬Prompt Engineering

arxiv.org·1d

Deep Learning for Sequential Decision Making under Uncertainty: Foundations, Frameworks, and Frontiers 🔬Deep Learning

arxiv.org·15h

Thompson Sampling for Infinite-Horizon Discounted Decision Processes 📊Dynamic Programming

arxiv.org·5d

Relax: An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale 🌊Noria

arxiv.org·15h

Trust Your Memory: Verifiable Control of Smart Homes through Reinforcement Learning with Multi-dimensional Rewards 🏠Home Automation

arxiv.org·15h

Gaussian Approximation for Asynchronous Q-learning 📊Optimization

arxiv.org·5d

Smart Commander: A Hierarchical Reinforcement Learning Framework for Fleet-Level PHM Decision Optimization 📊Dynamic Programming

arxiv.org·5d

DROP: Distributional and Regular Optimism and Pessimism for Reinforcement Learning 📊Optimization

arxiv.org·5d

Value Mirror Descent for Reinforcement Learning 📊Optimization

arxiv.org·6d

Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner 🤖Transformers

arxiv.org·6d

Enhancing sample efficiency in reinforcement-learning-based flow control: replacing the critic with an adaptive reduced-order model 🌀Naiad

arxiv.org·6d

Target Policy Optimization 📊Dynamic Programming

arxiv.org·6d

Offline RL for Adaptive Policy Retrieval in Prior Authorization 🎲Deterministic Simulation

arxiv.org·6d