REINFORCE Algorithm
著名的 REINFORCE 算法
Blogs
Trust Region Policy Optimization
PPO 的前身
SWE-smith: Scaling Data for Software Engineering Agents
自动化 Repository-level 实例任务生成
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
定制化 Agent-Computer Interface
SWE-Bench: Can Language Models Resolve Real-World GitHub Issues?
SWE-Bench
CodeT5
T5 架构的 Code 基模
GraphLocator: Graph-guided Causal Reasoning for Issue Localization
RDFS & CIG
StarCoder
如何训练代码基模
Fine-Tuning Language Models with Just Forward Passes
零阶优化 & 收敛理论
User Behavior Simulation with Large Language Model based Agents
基于认知科学实现推荐用户模拟, 并以此探究信息茧房、从众心理等现象