PluginRSI: Recursive Improvement of Agent Harnesses with Reusable Plugins Paper • 2609.32423 • Published Sep 26 • 8
Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning Paper • 2606.24428 • Published Jun 23 • 16
Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments Paper • 2605.27209 • Published May 26 • 13
VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions Paper • 2605.27141 • Published May 26 • 18
Look Before You Leap: Autonomous Exploration for LLM Agents Paper • 2605.16143 • Published May 15 • 9
Smaller Models, Better Rejects: Preference Distillation Scaling Paper • 2609.38987 • Published Sep 30 • 18
PluginRSI: Recursive Improvement of Agent Harnesses with Reusable Plugins Paper • 2609.32423 • Published Sep 26 • 8
Smaller Models, Better Rejects: Preference Distillation Scaling Paper • 2609.38987 • Published Sep 30 • 18
ThinkV2V: Unleashing the Reasoning Capability of MLLMs for Instruction-Guided Video Editing Paper • 2609.38541 • Published Sep 29 • 14
ThinkV2V: Unleashing the Reasoning Capability of MLLMs for Instruction-Guided Video Editing Paper • 2609.38541 • Published Sep 29 • 14
PackLab: A Comprehensive Framework for Developing, Training, and Evaluating MLLMs in Robotic Bin Packing Paper • 2609.23784 • Published Sep 20 • 14
PackLab: A Comprehensive Framework for Developing, Training, and Evaluating MLLMs in Robotic Bin Packing Paper • 2609.23784 • Published Sep 20 • 14
AgenticGen: Reward-Guided Agentic Video Generation for Advertising Paper • 2609.09187 • Published Aug 31 • 14
OpenWAM: An Open, Modular Exploration Towards Systematic World-Action Model Pretraining Paper • 2609.07398 • Published Sep 7 • 74
The Missing Temporal Link: Temporal Context Routing for Script-Driven Audio-Video Generation Paper • 2609.02367 • Published Sep 2 • 26
MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use Paper • 2608.20202 • Published Aug 20 • 31
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence Paper • 2608.12036 • Published Aug 12 • 90
Beyond Survival: Evaluating LLMs in Social Deduction Games with Human-Aligned Strategies Paper • 2510.11389 • Published Oct 13, 2025
Beyond Borrowed Histories: Person-Aligned User Simulation for Interactive Role-Playing Evaluation Paper • 2607.27816 • Published Jul 30 • 35
MPIE-Bench: Benchmarking Anatomically Plausible Multi-Person Interaction Editing Paper • 2607.27616 • Published Jul 30 • 41