mathphyssim Goto Github PK

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

fermi_rl_paper

The repo for the FERMI FEL paper using model-based and model-free reinforcement learning methods to solve a particle accelerator operation problem.

gamblersproblem

Classical reinforcement learning example from Sutton and Barto

gym

A toolkit for developing and comparing reinforcement learning algorithms.

introduction2rl_2024

Additional material for the lecture and excercises

linac4_linear_response

mathphyssim

Config files for my GitHub profile.

mathphyssim.github.io

ml-coffee-aae

model-based-rl

Model based reinforcement learning implemenation of ME-TRPO on a physical simulation od AWAKE

per-naf

An implementation of the Normalized Advantage Function Reinforcement Learning Algorithm with Prioritized Experience Replay

project-website-template

A HTML/CSS Template for Building Projects or Personal Websites

pyhonic-optimization

spinningup

An educational resource to help anyone learn deep reinforcement learning.

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

zs_optimization