How I Study AI - Learn AI Papers & Lectures the Easy Way

Intermediate

Dawei Li, Yuguang Yao et al.Jan 18arXiv

ToolPRMBench is a new benchmark that checks, step by step, whether an AI agent using tools picks the right next action.

#process reward model#tool-using agents#offline sampling

Intermediate

Hao Bai, Alexey Taymanov et al.Jan 5arXiv

WebGym is a giant practice world (almost 300,000 tasks) that lets AI web agents learn on real, ever-changing websites instead of tiny, fake ones.

#WebGym#visual web agents#vision-language models

Intermediate

Changpeng Yang, Jinyang Wu et al.Dec 2arXiv

This paper teaches AI models to reason better by first copying only good examples and later learning from mistakes too.

#Curriculum Advantage Policy Optimization#advantage-based RL#imitation learning

Papers3