On-Policy or Off-Policy Learning? A Systematic Study of Distillation Dynamics Paper • 2609.35259 • Published 13 days ago • 202
Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents Paper • 2610.01892 • Published 10 days ago • 32
HuatuoGPT-3: RL-Only Domain Adaptation from Base Models Paper • 2610.05966 • Published 6 days ago • 43
MetaRubric: Learning to Reward for Rubric-Based Reinforcement Learning Paper • 2610.02824 • Published 9 days ago • 33
BI-Agent and BI-Bench: Towards Automating End-to-End Business Intelligence Paper • 2609.20886 • Published 25 days ago • 30
SteerDuplex: Steerable Duplex Speech Dialogue Models Paper • 2609.12623 • Published about 1 month ago • 6
All-in-One Multilingual Scene Text Recognition with Script-aware Mixture-of-Experts Paper • 2609.24058 • Published 20 days ago • 55
Towards Full Pipeline FP8 Reinforcement Learning for LLMs Paper • 2609.22870 • Published 22 days ago • 18
One to More, More to One: Category-Aware Iterative Expert Training for Software Engineering Agents Paper • 2609.23377 • Published 21 days ago • 50
MintAct: A Unified Visual Agent for Digital Environments Paper • 2609.22083 • Published 23 days ago • 35
CodeMidas: Scaling Agentic Coding RL Environments from Code Itself Paper • 2609.22068 • Published 23 days ago • 138
EvoOntology: A Self-Evolving Ontology Layer for Data Agents Paper • 2609.15779 • Published 27 days ago • 145
Region-Level Policy Optimization for Fine-grained MLLM Perception Paper • 2609.19745 • Published 24 days ago • 41
Don't Mask the Environment: Observation Supervision Changes How Agents Explore Under RL Paper • 2609.20715 • Published 24 days ago • 44
RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning Paper • 2609.20784 • Published 24 days ago • 57
Sample Count Is Not Enough: Candidate-Generation Strategy Shapes the Energy and Performance of LLM Test-Time Scaling Paper • 2609.19499 • Published 25 days ago • 37
Fingers as Legs: Learning Self-Supported Locomotion and Manipulation with an Anthropomorphic Hand Paper • 2609.17172 • Published 26 days ago • 5