🎮 Reinforcement Learning - chris1 · Scour

Target Policy Optimization 📐ML Theory

arxiv.org·1d

Markov Decision Processes: The Language of Reinforcement Learning ♟️Game Theory

medium.com·4d

Rethinking Robotics Reinforcement Learning: A Practical Humanoid Training Workflow 🤖AI Agents

semiengineering.com·19h

Formalizing the "generative crash" via inverse reinforcement learning 🤖AI Agents

news.ycombinator.com·2d·Hacker News

Reinforcement Learning From Human Feedback (RLHF) in Large Language Models(LLMs) 💬LLMs

pub.towardsai.net

·5d

Three Ways Machines Learn 🤖Machine Learning

medium.com·3d

Continual learning for AI agents 🤖AI Agents

bestblogs.dev·4d

Predictive Representations for Skill Transfer in Reinforcement Learning 🤖Machine Learning

arxiv.org·22h

Continual learning for AI agents 🤖AI Agents

blog.langchain.com·4d·Hacker News

Provable Multi-Task Reinforcement Learning: A Representation Learning Framework with Low Rank Rewards 🤖Machine Learning

arxiv.org·2d

Thompson Sampling for Infinite-Horizon Discounted Decision Processes 📐ML Theory

arxiv.org·22h

Smart Commander: A Hierarchical Reinforcement Learning Framework for Fleet-Level PHM Decision Optimization 📐ML Theory

arxiv.org·22h

Value Mirror Descent for Reinforcement Learning 📐ML Theory

arxiv.org·1d

DROP: Distributional and Regular Optimism and Pessimism for Reinforcement Learning 🎲Probability

arxiv.org·22h

Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents 🤖AI Agents

arxiv.org·1d

Reinforcement Learning for LLM Post-Training: A Survey 💬LLMs

arxiv.org·22h

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

arxiv.org·1d

FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling 📐ML Theory

arxiv.org·22h

Adaptive Incentive Design with Regret Minimization ♟️Game Theory

arxiv.org·1d

A Control Barrier Function-Constrained Model Predictive Control Framework for Safe Reinforcement Learning 🤖AI Agents

arxiv.org·22h

Loading more...