YannBerthelot
PhD candidate in Reinforcement Learning @ Inria Scool (ex SequeL) / Saint-Gobain Research. Jax enthusiast.
Inria ScoolLille
Pinned Repositories
CaptAIn_v2
deeprlyb
Implementation of deep RL agents
easygrid
Gym environment of simple microgrid simulation for Reinforcement Learning
hackathon_RL_XHEC_2020
jaxppo
PlaneModel
PlaneModel environment for RL
ProbingEnvironments
Probing environments for unit testing of RL/DeepRL algorithms
PymgridExperiments
Research experiments of RL agents on Pymgrid
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
YannBerthelot's Repositories
YannBerthelot/PlaneModel
PlaneModel environment for RL
YannBerthelot/easygrid
Gym environment of simple microgrid simulation for Reinforcement Learning
YannBerthelot/CaptAIn_v2
YannBerthelot/ProbingEnvironments
Probing environments for unit testing of RL/DeepRL algorithms
YannBerthelot/hackathon_RL_XHEC_2020
YannBerthelot/jaxppo
YannBerthelot/PymgridExperiments
Research experiments of RL agents on Pymgrid
YannBerthelot/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
YannBerthelot/deeprlyb
Implementation of deep RL agents
YannBerthelot/pymgrid
pymgrid is a python library to generate and simulate a large number of microgrids.
YannBerthelot/AVEC
YannBerthelot/bombproofbasis
YannBerthelot/causal-rl
YannBerthelot/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
YannBerthelot/delayed_env_wrapper
A wrapper to add execution delay to gymnasium/gymnax RL environments
YannBerthelot/DimensionalAnalysis
Automatically get the potential physical models that fit the user inputs and the data
YannBerthelot/gym
A toolkit for developing and comparing reinforcement learning algorithms.
YannBerthelot/gym_rocketLander
A fork of OpenAI Gym with custom SpaceX Rocket Lander environment for box2d
YannBerthelot/gymnax
RL Environments in JAX 🌍
YannBerthelot/jaxrl
YannBerthelot/LSTM_encoder_decoder
Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data
YannBerthelot/MyRL
An implementation of RL agents
YannBerthelot/planeenv
YannBerthelot/REINFORCE_hands_on
Hands-On implementation of REINFORCE Algorithm
YannBerthelot/reinforcement-learning
YannBerthelot/rlberry
An easy-to-use reinforcement learning library for research and education.
YannBerthelot/tensorforce
Tensorforce: a TensorFlow library for applied reinforcement learning
YannBerthelot/useful_scripts
Some useful python scripts