T1: Terminal Agent Reinforcement Learning for Long-Horizon Tasks Paper • 2609.11042 • Published 27 days ago • 64
EVOHARNESSBENCH: Can Your Agents Keep Pace with an Evolving Harness? Paper • 2609.04280 • Published Sep 3 • 32
WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution Paper • 2608.27454 • Published Aug 27 • 36
CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents Paper • 2605.25624 • Published May 25 • 34
Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe Paper • 2604.13016 • Published Apr 14 • 116
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning Paper • 2505.17667 • Published May 23, 2025 • 89
IHEval: Evaluating Language Models on Following the Instruction Hierarchy Paper • 2502.08745 • Published Feb 12, 2025 • 18
Preference Datasets for DPO Collection This collection contains a list of curated preference datasets for DPO fine-tuning for intent alignment of LLMs • 7 items • Updated Dec 11, 2024 • 49
Shepherd: A Critic for Language Model Generation Paper • 2308.04592 • Published Aug 8, 2023 • 33