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Event-Driven Reinforcement Learning Enables Long-Horizon Control in Semiconductor Fabrication

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

Representation Learning Enables Scalable Multitask Deep Reinforcement Learning

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

From Simulation to Real-World: An In-Field 6D Pose Dataset and Baseline for Robotic Strawberry Harvesting

 🦿Robot Learning  Content type: Academic
arxiv.org·

Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Learning

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

RLCSD: Reinforcement Learning with Contrastive On-Policy Self-Distillation

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

QnRL: Quantum-Native Reinforcement Learning

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

Progress-SQL: Improving Reinforcement Learning for Text-to-SQL via Progressive Rewards

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

On-sky demonstration of reinforcement learning for adaptive optics control

 📄AI Research  Content type: Academic
arxiv.org·

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

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

Cooperative Long Rope Skipping via Multi-Agent Reinforcement Learning

 🧑‍🦾Humanoid Robots  Content type: Academic
arxiv.org·

Performance Variation in Deep Reinforcement Learning

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

Critic Architecture Matters: Dual vs. Unified Critics for Humanoid Loco-Manipulation

 🧑‍🦾Humanoid Robots  Content type: Academic
arxiv.org·

GIFT: LLM-Guided State-Reward Interface for Financial Reinforcement Learning

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

Merging model-based control with multi-agent reinforcement learning for multi-agent cooperative teaming strategies

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning

 📄AI Research  Content type: Academic
arxiv.org·

Reinforcement Learning for Flow-Matching Policies with Density Transport

 📄AI Research  Content type: Academic
arxiv.org·

AllDayNav: Lifelong Navigation via Real-World Reinforcement Learning

 🔭Vision-Language  Content type: Academic
arxiv.org·

Self-Paced Curriculum Reinforcement Learning for Autonomous Superbike Racing in Simulation

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

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

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·

Offline Reinforcement Learning for Plasma Control in Nuclear Fusion: Codebase and Benchmark

 🎯Reinforcement Learning  Content type: Academic
arxiv.org·
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