Kai Zhang

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upvoted a collection 10 days ago

EarlyExperience

Collection

Data and checkpoints for 'Agent Learning via Early Experience' (arXiv:2510.08558). IL / SR / IWM across agent environments. • 8 items • Updated 18 days ago • 3

upvoted a collection about 2 months ago

QUEST

Collection

17 items • Updated 23 days ago • 23

upvoted a paper about 2 months ago

QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks

Paper • 2605.24218 • Published May 22 • 46

upvoted a paper 3 months ago

CocoaBench: Evaluating Unified Digital Agents in the Wild

Paper • 2604.11201 • Published Apr 13 • 37

upvoted a paper 4 months ago

CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents

Paper • 2603.24440 • Published Mar 25 • 99

upvoted 2 papers 5 months ago

Experiential Reinforcement Learning

Paper • 2602.13949 • Published Feb 15 • 76

Fine-T2I: An Open, Large-Scale, and Diverse Dataset for High-Quality T2I Fine-Tuning

Paper • 2602.09439 • Published Feb 10 • 14

upvoted 2 papers 6 months ago

Context Forcing: Consistent Autoregressive Video Generation with Long Context

Paper • 2602.06028 • Published Feb 5 • 36

Paying Less Generalization Tax: A Cross-Domain Generalization Study of RL Training for LLM Agents

Paper • 2601.18217 • Published Jan 26 • 13

upvoted 5 papers 9 months ago

Scaling Agent Learning via Experience Synthesis

Paper • 2511.03773 • Published Nov 5, 2025 • 83

ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation

Paper • 2511.01163 • Published Nov 3, 2025 • 32

SPICE: Self-Play In Corpus Environments Improves Reasoning

Paper • 2510.24684 • Published Oct 28, 2025 • 18

VisCoder2: Building Multi-Language Visualization Coding Agents

Paper • 2510.23642 • Published Oct 24, 2025 • 22

R-WoM: Retrieval-augmented World Model For Computer-use Agents

Paper • 2510.11892 • Published Oct 13, 2025 • 23

upvoted 5 papers 10 months ago

Large Reasoning Models Learn Better Alignment from Flawed Thinking

Paper • 2510.00938 • Published Oct 1, 2025 • 60

UniVideo: Unified Understanding, Generation, and Editing for Videos

Paper • 2510.08377 • Published Oct 9, 2025 • 81

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 276

Tree-based Dialogue Reinforced Policy Optimization for Red-Teaming Attacks

Paper • 2510.02286 • Published Oct 2, 2025 • 29

The Era of Real-World Human Interaction: RL from User Conversations

Paper • 2509.25137 • Published Sep 29, 2025 • 19

upvoted a paper 11 months ago

VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use

Paper • 2509.01055 • Published Sep 1, 2025 • 82