Agent Banana: High-Fidelity Image Editing with Agentic Thinking and Tooling Paper • 2602.09084 • Published Feb 9 • 29
Agent Lightning: Train ANY AI Agents with Reinforcement Learning Paper • 2508.03680 • Published Aug 5, 2025 • 140
CutClaw: Agentic Hours-Long Video Editing via Music Synchronization Paper • 2603.29664 • Published 9 days ago • 47
Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines Paper • 2604.01029 • Published 7 days ago • 7
AutoMV: An Automatic Multi-Agent System for Music Video Generation Paper • 2512.12196 • Published Dec 13, 2025 • 7
F4Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting Paper • 2603.21304 • Published 17 days ago • 32
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 22 days ago • 136
AdaMem: Adaptive User-Centric Memory for Long-Horizon Dialogue Agents Paper • 2603.16496 • Published 22 days ago • 13
Video-CoE: Reinforcing Video Event Prediction via Chain of Events Paper • 2603.14935 • Published 24 days ago • 91
GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent Paper • 2603.13875 • Published 26 days ago • 34
Scaling Agentic Capabilities, Not Context: Efficient Reinforcement Finetuning for Large Toolspaces Paper • 2603.06713 • Published Mar 5 • 16
FABLE: Forest-Based Adaptive Bi-Path LLM-Enhanced Retrieval for Multi-Document Reasoning Paper • 2601.18116 • Published Jan 26 • 13
Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation Paper • 2601.20614 • Published Jan 28 • 120
BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search Paper • 2601.11037 • Published Jan 16 • 17
Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge Paper • 2601.08808 • Published Jan 13 • 39
Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs Paper • 2601.08763 • Published Jan 13 • 150
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published Dec 30, 2025 • 111