FrontierPhysics: Evaluating Agents for End-to-End Physics Research Paper • 2611.06910 • Published 3 days ago • 53
Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published 25 days ago • 56
AutoEnvScaling: Automating the Data Flywheel with Terminal Agents Paper • 2610.14163 • Published 29 days ago • 13
Evolving in Thought Space: Training a Small Model at Test Time Unlocks Better Discoveries Paper • 2610.06269 • Published Oct 5
ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research Paper • 2610.02202 • Published Oct 1 • 12
SPADE: Self-Play in Adaptive Synthetic Executable Environments Paper • 2608.19197 • Published Aug 19 • 48
From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement Paper • 2607.23802 • Published Jul 26 • 79
DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents Paper • 2605.09679 • Published May 10
From $P(y|x)$ to $P(y)$: Investigating Reinforcement Learning in Pre-train Space Paper • 2604.14142 • Published Apr 15 • 30
Reasoning over mathematical objects: on-policy reward modeling and test time aggregation Paper • 2603.18886 • Published Mar 19 • 6