DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models Paper • 2610.35201 • Published 21 days ago • 15
DynaFlow: Learning Free-Form Multi-Agent Orchestration Paper • 2610.34467 • Published 22 days ago • 39
TARSphere: A Robot-Oriented Full-Stack Framework for Long-Horizon Embodied Agents in Evolving Physical and Social Environments Paper • 2610.30043 • Published 26 days ago • 4
Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success Rate but 65% Fewer Tokens Paper • 2610.01939 • Published Oct 13 • 24
VākQA: A Benchmark and Evaluation Study for Telugu Spoken Factoid Question Answering Paper • 2609.19879 • Published Sep 17 • 4
Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents Paper • 2609.17708 • Published Sep 15 • 47
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 49
CARDEA: Auditable Reasoning Grounded in Spatial Evidence for End-to-End Coronary Angiography Interpretation Paper • 2609.06931 • Published Sep 7 • 4
Recognition-Refusal Misalignment in LLMs: Why Models Answer Structurally Unanswerable Questions Paper • 2608.29109 • Published Aug 29 • 3
Procedural Graphs: Self-Evolving Execution Structures for LLM Agents Paper • 2609.09153 • Published Sep 8 • 26