lionelblonde
x-Apple AI Research, PhD in Machine Learning | Imitation Learning and Reinforcement Learning.
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PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
TensorFlow implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
PyTorch implementation of our work: "Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning"
PyTorch implementations of the PPO and GAIL algorithms
Simple Markov Decision Process toy example
Repositories
31Aggregation of all the dotfiles and scripts used to setup new unix systems
No description provided.
Official PyTorch implementation of "Noise-Guided Transport" (NGT)
PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
No description provided.
PyTorch implementation of SimCLR, tailored to learn representations on the BigEarthNet dataset
Internal report on what can be done on the GAIT SNF project
PyTorch implementation (with up-to-date tooling) of the SAM / DAC algorithm
Compression via Vector Quantization in PyTorch
PyTorch implementation of our work: "Where is the Grass Greener? Revisiting Generalized Policy Iteration for Offline Reinforcement Learning"
PyTorch implementation of our work: "Optimality Inductive Biases and Agnostic Guidelines for Offline Reinforcement Learning"
TensorFlow implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
PhD Thesis, "Counterfactual Interactive Learning"
TensorFlow implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
PyTorch implementations of the PPO and GAIL algorithms
PyTorch implementation of our work: "Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning"
Soil erosion prediction in PyTorch (using Sentinel-2 data and LUCAS dataset)
ZMK config for a Chocofi keyboard (subset of Corne)
PyTorch implementations of the PPO and GAIL algorithms
PyTorch implementation of our work: "Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning"
Simple Markov Decision Process toy example
TensorFlow implementation of Behavioral Cloning
Extract the thumbnails of a PDF file and arrange them into a grid.
Producer of avro-formatted messages on Kafka and visualization
Warm-up exercise consisting in implementing Behavioral Cloning w/ Tensorflow
Resolution of sliding puzzle game w/ Java implementation of the A* algorithm
Exercise on Policy Gradient, as an introduction to both the latter and Tensorflow
PlayGround: AI Research into Multi-Agent Learning.
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms