Ting Zou

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upvoted 2 papers about 7 hours ago

Generalized CycleGRPO for Fine-Grained Multimodal Understanding and Grounding

Paper • 2610.29552 • Published 6 days ago • 8

Every Weight Is a Path of Shared Discrete Decisions

Paper • 2610.31931 • Published 5 days ago • 22

upvoted 2 papers 2 days ago

Beyond Policy Rollouts: Embedding-Space Directional Exploration with Anchored Noise for LLM RLVR

Paper • 2610.16105 • Published 15 days ago • 17

Spectral-Spatial Interpretation

Paper • 2610.21114 • Published 12 days ago • 756

upvoted 2 papers 3 days ago

Training the Whole Agent, Not Just the Model

Paper • 2610.28069 • Published 7 days ago • 20

SpatialScout: Can VLM Agents Actively Explore and Map 3D Scenes?

Paper • 2610.26659 • Published 8 days ago • 170

upvoted 2 papers 5 days ago

CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents

Paper • 2610.24960 • Published 9 days ago • 56

OR-License: Evaluating LLM Agents as Real-World Operations Research Practitioners

Paper • 2610.24087 • Published 11 days ago • 59

upvoted 2 papers 8 days ago

Open-o3-Video-v2: Seek, Ground, and Reason with Verifiable Spatio-Temporal Evidence

Paper • 2610.17656 • Published 14 days ago • 29

AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards

Paper • 2610.18860 • Published 14 days ago • 138

upvoted 2 papers 9 days ago

Minimal Witness Reinforcement Learning

Paper • 2610.07226 • Published 22 days ago • 25

Simplifying and Improving On-Policy Distillation for Few-Step Diffusion

Paper • 2610.18472 • Published 14 days ago • 33

upvoted a paper 11 days ago

Tev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewards

Paper • 2610.18868 • Published 14 days ago • 65

upvoted a paper 19 days ago

LoGRA: Scaling LLM Reinforcement Learning with Low-Rank Gradient Sketches

Paper • 2610.06647 • Published 22 days ago • 60

upvoted 2 papers 21 days ago

CorrGRPO: Correlation-Normalized GRPO for Multi-Reward Learning

Paper • 2609.36820 • Published 28 days ago • 41

Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video Generation

Paper • 2610.01092 • Published 26 days ago • 34

upvoted a paper 28 days ago

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published Sep 1 • 535

upvoted a paper 29 days ago

Recursive self-improvement of AI research agents

Paper • 2609.26457 • Published Sep 22 • 28

upvoted 2 papers about 1 month ago

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

Paper • 2609.21788 • Published Sep 18 • 13

SteerDuplex: Steerable Duplex Speech Dialogue Models

Paper • 2609.12623 • Published Sep 11 • 6