Open-HumanScale: An Open Recipe for Scaling Human and Robot Experience for Embodied Foundation Models Paper • 2611.06817 • Published 3 days ago • 16
TailSteer: Trajectory-Tail Steering for Drift-Resistant Multi-turn Image Editing Paper • 2611.06741 • Published 3 days ago • 37
EmoReward: Self-Evolving Reward Calibration for Emotional Video Generation RL Paper • 2611.06518 • Published 3 days ago • 26
OpenFrontiers: A Collection of Open Research Problems and a Benchmark for Scientific Rediscovery Paper • 2610.37739 • Published 11 days ago • 3
VideoMemBench: How Well Do MLLMs Remember in Video Conversations? Paper • 2610.40131 • Published 4 days ago • 26
TAC-CoT: Tool-Empowered Implicit Chain-of-Thought via Interleaving Explicit Tokens Paper • 2611.01926 • Published 6 days ago • 16
Ask, Don't Equip: Question-Driven Coding Agents for Deep Kernel Optimization Paper • 2611.03517 • Published 5 days ago • 3
VisSearch-Bench: Evaluating Long Horizon Visual Search in Multimodal Agents Paper • 2611.04894 • Published 4 days ago • 18
On the Generalization Limitation of On-Policy Distillation for Post-RL Consolidation Paper • 2611.05609 • Published 4 days ago • 24
Monitor Accuracy Isn't the Answer: A Decision-Value Framework for Evaluating AI Agent Restart Monitors Paper • 2610.36544 • Published 11 days ago • 3
Random Is Almost Enough? Stable and Low-Cost Benchmark Compression via BestRand Paper • 2611.00883 • Published 7 days ago • 47
FrontierPhysics: Evaluating Agents for End-to-End Physics Research Paper • 2611.06910 • Published 3 days ago • 55
Adversarial Speculative Reasoning Improves Long Horizon Agents Paper • 2611.05345 • Published 4 days ago • 9
What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents? Paper • 2611.06483 • Published 3 days ago • 38
LEANGUARD: Lean-Verified Guardrails for Tool-Using Agents Paper • 2611.02332 • Published 5 days ago • 13
Measuring AI Agents as Teammates with Collaborative Intelligence Paper • 2611.02633 • Published 5 days ago • 16
Self-Assessment Reinforcement Learning for Search-State Awareness in Retrieval-Augmented Large Language Models Paper • 2610.30435 • Published 17 days ago • 7
Co-Design Bench: Multimodal Collaborative Coding Evaluation for Agentic Models Paper • 2610.35138 • Published 12 days ago • 24