JockeyBench: Evaluating LLM Agents on Horse-Racing Decision-Making Paper • 2610.19589 • Published 14 days ago • 8
Co-adaptive Rule Routing and Constraining for Structured Knowledge Retrieval Paper • 2610.14465 • Published 11 days ago • 7
SCOPE: Compiling Natural-Language Policies into Neurosymbolic Predicate Programs Paper • 2610.31062 • Published 6 days ago • 32
SEAM: Spectral Embedding Alignment and Merging for Low-Resource TTS Paper • 2610.26252 • Published 9 days ago • 19
VerifierBench: Benchmarking the Generation of Executable Verifiers for LLM Agents Paper • 2610.28679 • Published 9 days ago • 32
SciΠvot: Benchmarking Principal-Investigator Judgment at Pivotal Moments of Scientific AutoResearch Agents Paper • 2610.21082 • Published 13 days ago • 16
ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination Paper • 2610.29934 • Published 7 days ago • 16
Socratic Skill Learning: Interleaving Teaching and Practice for Transferable Agent Skills Paper • 2610.17860 • Published 15 days ago • 51
Agent World Model in the Wild: Computer-Use Agent Environment Synthesis Paper • 2610.26828 • Published 9 days ago • 102
Right Screen, Wrong Transition: World Models as Verifiers for GUI Agents Paper • 2610.11942 • Published 20 days ago • 190
More Memory, Worse Agents: Error Reproduction and Anti-Persistence in LLM Agents Paper • 2610.27406 • Published 9 days ago • 17
EAU: Environment-Agent-User Co-evolution for Training User-Centric Agents Paper • 2610.16523 • Published 16 days ago • 26
FlowState: Execution State as Memory for Long-Horizon LLM Agents Paper • 2609.34565 • Published 20 days ago • 24
MAI-Gym: An Open All-in-One Platform for GUI Agent Evaluation and RL Training across Mobile and Computer Environments Paper • 2610.20939 • Published 14 days ago • 158
MJev-Spatial: System One Spatial Intelligence via Native Attention Matching Paper • 2610.22276 • Published 13 days ago • 416
HumanoidToolBench: Benchmarking Humanoid Tool Use from Selection to Mobile Execution Paper • 2610.02089 • Published 27 days ago • 36
τ-Emotion-Bench: Exposing the Interaction Fragility of LLM Agents through Real-World User Emotions Paper • 2610.19560 • Published 14 days ago • 28