Transformers Can Do Bayesian Inference
PFN: Prior-Data Fitted Networks
Blogs
PAR$^2$-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering
粗召回 & 细检索的多条 RAG 方案
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
如何蒸馏图的推理路径
SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
SWE-Bench Pro
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
GRPO: Group Relative Policy Optimization
Proximal Policy Optimization Algorithms
PPO
REINFORCE Algorithm
著名的 REINFORCE 算法
Trust Region Policy Optimization
PPO 的前身
蚂蚁实习
三月下杭州, 见见世面
SWE-smith: Scaling Data for Software Engineering Agents
自动化 Repository-level 实例任务生成