Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling Paper • 2605.12411 • Published 14 days ago • 48
The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes Paper • 2605.11182 • Published 15 days ago • 5
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver Paper • 2604.08377 • Published Apr 9 • 291
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 326
When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoning Paper • 2603.21289 • Published Mar 22 • 35
SEAR: Schema-Based Evaluation and Routing for LLM Gateways Paper • 2603.26728 • Published Mar 20 • 12
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Paper • 2603.19835 • Published Mar 20 • 351
Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models Paper • 2603.25716 • Published Mar 26 • 156
SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing Paper • 2603.19228 • Published Mar 19 • 68
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning Paper • 2603.04597 • Published Mar 4 • 211
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models Paper • 2602.22859 • Published Feb 26 • 150
TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents Paper • 2602.07274 • Published Feb 6 • 210
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs Paper • 2602.10388 • Published Feb 11 • 245