Policy Gradient Articles

Page 1 of 1 (3 articles)

12/5/2025 • EN

There's got to be a better way!

A critique of Reformist RL's inefficiency and a proposal for more effective alternatives in reinforcement learning.

Certainty Equivalence Machine Learning Policy Gradient Reformist Rl Reinforcement Learning

Ben Recht

12/2/2025 • EN

Random Search for Random Search

A technical lecture on applying policy gradient methods to derive optimization algorithms, focusing on the unbiased gradient estimator and its applications.

Gradient Estimation Machine Learning Policy Gradient Reinforcement Learning Stochastic Optimization

Ben Recht

4/8/2018 • EN

Policy Gradient Algorithms

A comprehensive overview of policy gradient algorithms in reinforcement learning, covering key concepts, notations, and various methods.

algorithms Deep Learning Machine Learning Policy Gradient Reinforcement Learning

Lilian Weng

Policy Gradient Articles

There's got to be a better way!

Random Search for Random Search

Policy Gradient Algorithms

Select Language

We use cookies