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Reading

2025

Reinforcing General Reasoning without Verifiers 07-15

First Return, Entropy-Eliciting Explore 07-15

RLPR：EXTRAPOLATING RLVR TO GENERAL DOMAINS WITHOUT VERIFIERS 07-10

GENERALIST REWARD MODELS：FOUND INSIDE LARGE LANGUAGE MODELS 07-10

LAN-AND-ACT：Improving Planning of Agents for Long-Horizon Tasks 07-07

WEB AGENTS WITH WORLD MODELS ：LEARNING AND LEVERAGING ENVIRONMENT DYNAMICS IN WEB NAVIGATION 07-05