Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning Paper • 2606.15007 • Published Jun 12 • 19
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion Paper • 2606.14885 • Published Jun 12 • 11
AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks? Paper • 2606.05080 • Published Jun 3 • 31
FineVerify: Scaling Test-Time Compute with Fine-Grained Self-Verification for Agentic Search Paper • 2606.00660 • Published May 30 • 8
Watch Before You Answer: Learning from Visually Grounded Post-Training Paper • 2604.05117 • Published Apr 6 • 36
Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning Paper • 2604.12374 • Published Apr 14 • 39
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published May 3 • 126
Learning to Learn-at-Test-Time: Language Agents with Learnable Adaptation Policies Paper • 2604.00830 • Published Apr 2 • 15
EvolveCoder: Evolving Test Cases via Adversarial Verification for Code Reinforcement Learning Paper • 2603.12698 • Published Mar 13 • 1
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation Paper • 2603.19220 • Published Mar 19 • 70
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published Mar 17 • 101
Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning Paper • 2509.22824 • Published Sep 26, 2025 • 21
VideoScore2: Think before You Score in Generative Video Evaluation Paper • 2509.22799 • Published Sep 26, 2025 • 26
VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use Paper • 2509.01055 • Published Sep 1, 2025 • 81
VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use Paper • 2509.01055 • Published Sep 1, 2025 • 81
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs Paper • 2505.20139 • Published May 26, 2025 • 19
MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research Paper • 2505.19955 • Published May 26, 2025 • 14