Ian Cole

codingiancole's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted 2 papers about 17 hours ago

VLA-Precision: Asymmetric Co-Bootstrapping for Efficient Real-World Online RL of Vision-Language-Action Models

Paper • 2609.04355 • Published 13 days ago • 9

Morphometric Imitation: From Morphology and Contact Aware Hand Retargeting to Sim-to-Real Visuomotor Policy

Paper • 2609.28660 • Published 8 days ago • 13

upvoted 3 papers 7 days ago

Towards Full Pipeline FP8 Reinforcement Learning for LLMs

Paper • 2609.22870 • Published 12 days ago • 17

One to More, More to One: Category-Aware Iterative Expert Training for Software Engineering Agents

Paper • 2609.23377 • Published 11 days ago • 50

VideoGen-Agent: Reinforcing Video Generation Agents

Paper • 2609.24997 • Published 10 days ago • 71

upvoted 6 papers 8 days ago

BI-Agent and BI-Bench: Towards Automating End-to-End Business Intelligence

Paper • 2609.20886 • Published 15 days ago • 30

From Pretraining to Proficiency: Real-World Subtask RL for Long-Horizon Manipulation with Minimal Human Intervention

Paper • 2609.21788 • Published 13 days ago • 13

SteerDuplex: Steerable Duplex Speech Dialogue Models

Paper • 2609.12623 • Published 20 days ago • 6

CodeMidas: Scaling Agentic Coding RL Environments from Code Itself

Paper • 2609.22068 • Published 13 days ago • 138

MintAct: A Unified Visual Agent for Digital Environments

Paper • 2609.22083 • Published 13 days ago • 35

EvoOntology: A Self-Evolving Ontology Layer for Data Agents

Paper • 2609.15779 • Published 17 days ago • 159

upvoted 4 papers 9 days ago

RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning

Paper • 2609.20784 • Published 14 days ago • 57

Region-Level Policy Optimization for Fine-grained MLLM Perception

Paper • 2609.19745 • Published 14 days ago • 41

Don't Mask the Environment: Observation Supervision Changes How Agents Explore Under RL

Paper • 2609.20715 • Published 14 days ago • 44

Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents

Paper • 2609.17653 • Published 16 days ago • 45

upvoted 2 papers 10 days ago

ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments

Paper • 2609.19134 • Published 15 days ago • 101

Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

Paper • 2609.17708 • Published 16 days ago • 77

upvoted 3 papers 11 days ago

ImpossibleRubrics: Stress-Testing Generated Rubrics as Reward Signals

Paper • 2609.16816 • Published 16 days ago • 11

MobileVLA-R1 2.0: RL-Enhanced Reasoning for Mobile Robot Control

Paper • 2609.06251 • Published 26 days ago • 8

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published 24 days ago • 376