MathPhysSim

PER-NAF

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

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.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

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

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