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followers: 6.0 following: 2.0 repos: 26.0 gists: 0.0

Type: User

Bio: x-Apple AI Research, PhD in Machine Learning | Imitation Learning and Reinforcement Learning.

Location: Switzerland

lionelblonde's Projects

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

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

PyTorch implementation of our work: "Optimality Inductive Biases and Agnostic Guidelines for Offline Reinforcement Learning"

giwr-pytorch-complete-history

PyTorch implementation of our work: "Where is the Grass Greener? Revisiting Generalized Policy Iteration for Offline Reinforcement Learning"

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"

liayn-pytorch-complete-history

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

phd-thesis

PhD Thesis, "Counterfactual Interactive Learning"

playground

PlayGround: AI Research into Multi-Agent Learning.

ppo-gail-pytorch

PyTorch implementations of the PPO and GAIL algorithms

ppo-gail-pytorch-complete-history

PyTorch implementations of the PPO and GAIL algorithms

sam-pytorch

PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"

sam-pytorch-complete-history

PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"

sam-tf

TensorFlow 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)

lionelblonde Goto Github PK

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