Kai Zhang

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authored a paper about 24 hours ago

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

Paper • 2601.18217 • Published 2 days ago • 8

upvoted a paper 1 day ago

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

Paper • 2601.18217 • Published 2 days ago • 8

authored a paper 3 months ago

Scaling Agent Learning via Experience Synthesis

Paper • 2511.03773 • Published Nov 5, 2025 • 82

upvoted 5 papers 3 months ago

Scaling Agent Learning via Experience Synthesis

Paper • 2511.03773 • Published Nov 5, 2025 • 82

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 • 22

commented 2 papers 4 months ago

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 273 •

11

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 273 •

11

authored a paper 4 months ago

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 273

upvoted 5 papers 4 months ago

Large Reasoning Models Learn Better Alignment from Flawed Thinking

Paper • 2510.00938 • Published Oct 1, 2025 • 59

UniVideo: Unified Understanding, Generation, and Editing for Videos

Paper • 2510.08377 • Published Oct 9, 2025 • 79

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 273

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

authored a paper 5 months ago

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model

Paper • 2509.00676 • Published Aug 31, 2025 • 85

upvoted 3 papers 5 months ago

VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use

Paper • 2509.01055 • Published Sep 1, 2025 • 78

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation

Paper • 2509.02040 • Published Sep 2, 2025 • 15

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model

Paper • 2509.00676 • Published Aug 31, 2025 • 85