Ian Cole

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upvoted 2 papers about 5 hours ago

Base Models Can Reason By Taking a Cue From Training Data

Paper • 2610.06851 • Published 7 days ago • 25

TRACE: Rollout-Guided Quantization-Aware Training for FP4 Reinforcement Learning of MoE Language Models

Paper • 2610.07767 • Published 6 days ago • 92

upvoted a paper 2 days ago

Making LLMs Say What They Think: Measuring and Improving CoT-Interpretability Alignment

Paper • 2609.38972 • Published 12 days ago • 28

upvoted a paper 4 days ago

MetaRubric: Learning to Reward for Rubric-Based Reinforcement Learning

Paper • 2610.02824 • Published 10 days ago • 33

upvoted a paper 5 days ago

Architect-Ant: Editable Automatic Furnishing of Architectural Floor Plans

Paper • 2606.10953 • Published 12 days ago • 54

upvoted a paper 9 days ago

Think Before You Score: Thinking Reward Model for Visual Generation

Paper • 2609.37372 • Published 13 days ago • 104

upvoted 2 papers 11 days ago

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

Paper • 2609.04355 • Published 24 days ago • 9

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

Paper • 2609.28660 • Published 19 days ago • 16

upvoted 3 papers 17 days ago

Towards Full Pipeline FP8 Reinforcement Learning for LLMs

Paper • 2609.22870 • Published 23 days ago • 18

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

Paper • 2609.23377 • Published 22 days ago • 50

VideoGen-Agent: Reinforcing Video Generation Agents

Paper • 2609.24997 • Published 21 days ago • 73

upvoted 6 papers 18 days ago

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

Paper • 2609.20886 • Published 26 days ago • 30

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

Paper • 2609.21788 • Published 24 days ago • 13

SteerDuplex: Steerable Duplex Speech Dialogue Models

Paper • 2609.12623 • Published about 1 month ago • 6

CodeMidas: Scaling Agentic Coding RL Environments from Code Itself

Paper • 2609.22068 • Published 24 days ago • 138

MintAct: A Unified Visual Agent for Digital Environments

Paper • 2609.22083 • Published 24 days ago • 35

EvoOntology: A Self-Evolving Ontology Layer for Data Agents

Paper • 2609.15779 • Published 28 days ago • 145

upvoted 3 papers 19 days ago

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

Paper • 2609.20784 • Published 25 days ago • 57

Region-Level Policy Optimization for Fine-grained MLLM Perception

Paper • 2609.19745 • Published 25 days ago • 41

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

Paper • 2609.20715 • Published 25 days ago • 44