Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents Paper • 2510.24702 • Published Oct 28, 2025 • 29
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution Paper • 2510.25726 • Published Oct 29, 2025 • 46
Simulating Environments with Reasoning Models for Agent Training Paper • 2511.01824 • Published Nov 3, 2025 • 2
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models Paper • 2512.07783 • Published Dec 8, 2025 • 38
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models Paper • 2512.07783 • Published Dec 8, 2025 • 38
Small Models Struggle to Learn from Strong Reasoners Paper • 2502.12143 • Published Feb 17, 2025 • 39
Evaluating Vision-Language Models as Evaluators in Path Planning Paper • 2411.18711 • Published Nov 27, 2024
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search Paper • 2503.10582 • Published Mar 13, 2025 • 24
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators Paper • 2503.19877 • Published Mar 25, 2025 • 1