ratidevidze
PhD student working on designing informative and explicable reward functions for reinforcement learning agents.
@MPI-SWS @machine-teaching-groupGermany
Pinned Repositories
aied2022_pquizsyn
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
icml2020_rl-policy-teaching_code
ijcai2020_robust-teaching_code
irl-imitation
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
jmlr2021_rl-policy-teaching_code
markdown-navigation
This is a markdown extension for Visual Studio Code.
neurips2021_explicable-reward-design_code
Project-5-MNIST-Handwritten-Digit-Recognition-using-Sklearn-and-LogisticRegression
Project idea – The MNIST digit classification project enables machines to recognize handwritten digits. This project could be very useful for computer vision. Here we will use MNIST datasets to train the model using sklearn and Logistic Regression.
ratidevidze's Repositories
ratidevidze/aied2022_pquizsyn
ratidevidze/neurips2021_explicable-reward-design_code
ratidevidze/jmlr2021_rl-policy-teaching_code
ratidevidze/icml2020_rl-policy-teaching_code
ratidevidze/ijcai2020_robust-teaching_code
ratidevidze/Project-5-MNIST-Handwritten-Digit-Recognition-using-Sklearn-and-LogisticRegression
Project idea – The MNIST digit classification project enables machines to recognize handwritten digits. This project could be very useful for computer vision. Here we will use MNIST datasets to train the model using sklearn and Logistic Regression.
ratidevidze/markdown-navigation
This is a markdown extension for Visual Studio Code.
ratidevidze/deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
ratidevidze/irl-imitation
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
ratidevidze/dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog