ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence Paper • 2605.26340 • Published May 25 • 37
RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards Paper • 2605.10899 • Published May 11 • 79
Budget-Aware Tool-Use Enables Effective Agent Scaling Paper • 2511.17006 • Published Nov 21, 2025 • 34
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning Paper • 2510.25992 • Published Oct 29, 2025 • 48
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory Paper • 2509.25140 • Published Sep 29, 2025 • 15
Vibe Checker: Aligning Code Evaluation with Human Preference Paper • 2510.07315 • Published Oct 8, 2025 • 34
CoDA: Agentic Systems for Collaborative Data Visualization Paper • 2510.03194 • Published Oct 3, 2025 • 32
mDPO: Conditional Preference Optimization for Multimodal Large Language Models Paper • 2406.11839 • Published Jun 17, 2024 • 40
