Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

VAPO（Value-based Augmented Proximal Policy Optimization）

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

记录知识，形成体系

json.loads: Parses a JSON string into a Python data structure.json.dumps: Serializes a Python data structure into a JSON string.

介绍价值学习，深度Q网络（DQN）和时间差分（TD）算法

基础知识

基础知识

基础知识

基础知识