🎮 Reinforcement Learning - chris1 · Scour

Target Policy Optimization 📐ML Theory

arxiv.org·2d

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·1d

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

pub.towardsai.net

·6d

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

news.ycombinator.com·2d·Hacker News

Three Ways Machines Learn 🤖Machine Learning

medium.com·3d

Continual learning for AI agents 🤖AI Agents

bestblogs.dev·4d

QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch 📐ML Theory

arxiv.org·5h

Continual learning for AI agents 🤖AI Agents

blog.langchain.com·4d·Hacker News

Learning over Forward-Invariant Policy Classes: Reinforcement Learning without Safety Concerns 🤖AI Agents

arxiv.org·5h

Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling 🤖AI Agents

arxiv.org·5h

PriPG-RL: Privileged Planner-Guided Reinforcement Learning for Partially Observable Systems with Anytime-Feasible MPC 🤖AI Agents

arxiv.org·5h

Value Mirror Descent for Reinforcement Learning 📐ML Theory

arxiv.org·2d

Value-Guidance MeanFlow for Offline Multi-Agent Reinforcement Learning 🤖AI Agents

arxiv.org·5h

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

arxiv.org·2d

Multi-agent Reach-avoid MDP via Potential Games and Low-rank Policy Structure ♟️Game Theory

arxiv.org·5h

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

arxiv.org·2d

Reinforcement Learning with LLM-Guided Action Spaces for Synthesizable Lead Optimization 💬LLMs

arxiv.org·5h

Predictive Representations for Skill Transfer in Reinforcement Learning 🤖Machine Learning

arxiv.org·1d

Active Reward Machine Inference From Raw State Trajectories 📐ML Theory

arxiv.org·5h

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