lionelblonde's repositories
sam-pytorch
PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
liayn-pytorch
PyTorch implementation of our work: "Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning"
ppo-gail-pytorch
PyTorch implementations of the PPO and GAIL algorithms
gridify-thumbs
Extract the thumbnails of a PDF file and arrange them into a grid.
avro-kafka-generator
Producer of avro-formatted messages on Kafka and visualization
behavioral-cloning-tf
TensorFlow implementation of Behavioral Cloning
giwr-pytorch
PyTorch implementation of our work: "Optimality Inductive Biases and Agnostic Guidelines for Offline Reinforcement Learning"
berkeleydeeprlcourse-hw-il
Warm-up exercise consisting in implementing Behavioral Cloning w/ Tensorflow
cartpole-pg-intro-tf
Exercise on Policy Gradient, as an introduction to both the latter and Tensorflow
data-analysis-algorithms
Streaming and batch ML algorithms library for Zeppelin notebooks
dotfiles
Aggregation of all the dotfiles and scripts used to setup new unix systems
giwr-pytorch-complete-history
PyTorch implementation of our work: "Where is the Grass Greener? Revisiting Generalized Policy Iteration for Offline Reinforcement Learning"
liayn-pytorch-complete-history
PyTorch implementation of our work: "Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning"
phd-thesis
PhD Thesis, "Counterfactual Interactive Learning"
playground
PlayGround: AI Research into Multi-Agent Learning.
ppo-gail-pytorch-complete-history
PyTorch implementations of the PPO and GAIL algorithms
sam-pytorch-complete-history
PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
sam-tf-complete-history
TensorFlow implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
simclr-pytorch
PyTorch implementation of SimCLR
sliding-puzzle-astar
Resolution of sliding puzzle game w/ Java implementation of the A* algorithm
soil-erosion-pytorch
Soil erosion prediction in PyTorch (using Sentinel-2 data and LUCAS dataset)
vq-compression-pytorch
Compression via Vector Quantization in PyTorch
zmk-chocofi
ZMK config for a Chocofi keyboard (subset of Corne)