HumanoidToolBench: Benchmarking Humanoid Tool Use from Selection to Mobile Execution Paper • 2610.02089 • Published 19 days ago • 34
LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation Paper • 2610.19975 • Published 6 days ago • 71
Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments? Paper • 2610.08215 • Published 12 days ago • 153
X-Ragent: Tool-Augmented Reinforcement Learning for Evidence-Grounded Chest X-Ray Reasoning Paper • 2610.16811 • Published 8 days ago • 80
AgentSWE: Can Coding Agents Build the Agent You Actually Want? Paper • 2610.13361 • Published 11 days ago • 234
Thinking Inertia: LLMs Keep Thinking When Told Not To Paper • 2610.11765 • Published 12 days ago • 241
Stateless Language Agents: Scaling Long-Horizon Automated Research Paper • 2610.07625 • Published 14 days ago • 30
A Closer Look at Agentic BBO: Benchmarking LLM Agents for Black-Box Optimization Paper • 2610.12183 • Published 12 days ago • 14
Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks Paper • 2610.11794 • Published 12 days ago • 47
From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation Paper • 2610.06100 • Published 15 days ago • 144
Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict Paper • 2610.12360 • Published 12 days ago • 13
OneSearch-VL: Unified Multimodal Deep Research Agent for Image and Video Paper • 2610.12419 • Published 12 days ago • 27
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 13 days ago • 42
DecepEval: A Benchmark for Evaluating Deception in LLM Agents Paper • 2610.07967 • Published 14 days ago • 86
ReSAIL: Mitigating Collapse in Iterative Agent Self-Distillation Paper • 2609.39306 • Published 20 days ago • 44
Source Preference in the Wild: How LLM Agents Favor Items by Source, and How to Reduce It Paper • 2610.03195 • Published 18 days ago • 47
RLHND: Video Foundation Models as Physically Grounded Hand Trackers for Robot Learning Paper • 2610.09455 • Published 13 days ago • 46
LMBuild: Evaluating LLM Agents for Generating Buildable and Functional Structures Paper • 2610.04292 • Published 17 days ago • 40
DeskForge: Dense Supervision from Desktop Environments for Computer-Use Agents Paper • 2610.02320 • Published 19 days ago • 22