Pinned Repositories
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
PER-NAF
An implementation of the Normalized Advantage Function Reinforcement Learning Algorithm with Prioritized Experience Replay
MathPhysSim's Repositories
MathPhysSim/PER-NAF
An implementation of the Normalized Advantage Function Reinforcement Learning Algorithm with Prioritized Experience Replay
MathPhysSim/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.
MathPhysSim/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
MathPhysSim/GamblersProblem
Classical reinforcement learning example from Sutton and Barto
MathPhysSim/gym
A toolkit for developing and comparing reinforcement learning algorithms.
MathPhysSim/Introduction2RL_2024
Additional material for the lecture and excercises
MathPhysSim/Linac4_linear_response
MathPhysSim/MathPhysSim
Config files for my GitHub profile.
MathPhysSim/MathPhysSim.github.io
MathPhysSim/ML-COFFEE-AAE
MathPhysSim/MODEL-BASED-RL
Model based reinforcement learning implemenation of ME-TRPO on a physical simulation od AWAKE
MathPhysSim/project-website-template
A HTML/CSS Template for Building Projects or Personal Websites
MathPhysSim/Pyhonic-Optimization
MathPhysSim/spinningup
An educational resource to help anyone learn deep reinforcement learning.
MathPhysSim/TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
MathPhysSim/ZS_optimization