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