arXiv cs.LGOct 15, 2026Research
Robust Reinforcement Learning for Dynamic Treatment Regimes under Model and Measurement Uncertainty
arXiv cs.AIOct 15, 2026Research
KnowGPO: Knowledge-Grouped Policy Optimization for Search Agents
arXiv cs.AIOct 15, 2026Research
EliteReplay: Preserving Diverse Solutions in RL Post-Training via Quality-Diversity Search
arXiv (vision, retrieval & HCI) cs.CVOct 15, 2026Research
SCOPE: Semantic Bounded Credit Optimization for Prompt Engineering in Text-to-image Generation
arXiv cs.CVOct 15, 2026Research
Skill-Decoupled On-Policy Expert Distillation for Unified Vision-Language Models
arXiv cs.CLOct 15, 2026Research
Mosaic: Multi-Session Agentic Reinforcement Learning
ReversingLabsOct 15, 2026Security Desk
How RL mapped a Midnight Blizzard-linked campaign from two hashes
arXiv (systems & security) cs.LGOct 15, 2026Research
ReFlow: Replay-Driven Decoupling for Efficient RL Post-Training
vLLMOct 15, 2026News
Day 0 support for Muse Spark Open on vLLM
arXiv cs.AIOct 14, 2026Research
Co-Evolving Acting and Forecasting for Language Agents
arXiv cs.LGOct 14, 2026Research
Average-Reward Policy Identification from a Single Continuing Trajectory
arXiv cs.MAOct 14, 2026Research
From Training to Escalation: Forensic Analysis and Local Recreation of RL/RLHF-Induced Privilege Escalation in AI Agents (CVE-2026-65616)
arXiv cs.LGOct 14, 2026Research
Hyperspherical Contrastive Representations Unlock Planning and Exploration
arXiv cs.AIOct 14, 2026Research
Lifted State Policy Optimization: Internalizing Self-Correction through Transition Geometry
arXiv cs.LGOct 14, 2026Research
Non-asymptotic Convergence of Average-reward Q-learning with Options
vLLMOct 14, 2026News
Finish RL Training Faster: Bitwise-Consistent, High-Performance, Agent-Driven
arXiv cs.LGOct 13, 2026Research
SkillScaffold: Scaffolding Agentic Reinforcement Learning with Policy-Adaptive Skill Credit Assignment and Selective Injection
arXiv cs.SEOct 13, 2026Research
PreciseCoder: Faithful and Generalizable Debugging Beyond Unit-Test Rewards
arXiv cs.LGOct 13, 2026Research
Enabling Token-wise Importance Sampling in Off-Policy RLVR with Proximal KL Regularization
arXiv cs.LGOct 13, 2026Research
ProAS: A Progress-Aware Advantage Shaping Framework for Multi-Turn Agentic Reinforcement Learning