Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by KohlerHECTOR
A curated list of projects in awesome lists by KohlerHECTOR .
https://github.com/kohlerhector/interpreter-py
Implementation of Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning (Kohler, Delfosse, et. al. 2024).
code-generation explainability explainable-ai imitation-learning interpretability mujoco program-generation programmatic reinforcement-learning
Last synced: 08 Nov 2024
https://github.com/kohlerhector/lunarlander-v2
Using Stable-Baselines 3 library to train a LunarLander-v2 agent. With Yannis Elrharbi-Fleury : https://github.com/sohio92
reinforcement-learning reinforcement-learning-agent
Last synced: 08 Nov 2024
https://github.com/kohlerhector/dpdt-py
Implementation of Dynamic Programming Decision Tree algorithm (Kohler et. al. 2024).
decision-tree-classifier decision-trees dynamic-programming scikit-learn scikitlearn-machine-learning sklearn sklearn-classifier
Last synced: 08 Nov 2024
https://github.com/kohlerhector/tree-mbpo
Study Model-Based Policy Optimization by varying the model estimator classes (e.g Decision Trees vs MLP)
decision-tree mbpo mbrl mlp rl sac scikit-learn stable-baselines3
Last synced: 08 Nov 2024
https://github.com/kohlerhector/gym-decision-trees
Simple continuous-states mdp generator for which the optimal policy is a decision tree of given depth. Interface with openAI Gym.
Last synced: 08 Nov 2024
https://github.com/kohlerhector/high-dim-covariance-matrix-estimation
A small library to study some Covariance Matrix Estimators in R. Designed in 2019 as part of my Bachelor's Degree thesis.
Last synced: 08 Nov 2024
https://github.com/kohlerhector/ibmdp-py
Implementation of Iterative Bounding Markov Decision Processes (Topin et. al. 2021)
Last synced: 08 Nov 2024
https://github.com/kohlerhector/prioritized-experience-replay
Implementation of Dyna-Q according to Sutton and Barto. Implementation of Mattar's learning model: https://www.nature.com/articles/s41593-018-0232-z
Last synced: 08 Nov 2024
https://github.com/kohlerhector/segment-anything-gym-wrapper
A gymnasium wrapper for objects states detected with the Segment Anything Model.
gymnasium reinforcement-learning segment-anything
Last synced: 08 Nov 2024
https://github.com/kohlerhector/trex-tree-reward-exploration
Using Tree estimators of the MDP models to then count leaves grouping similar transitions and do count-based exploration.
decision-trees drl exploration rl scikit-learn stable-baselines3
Last synced: 08 Nov 2024
https://github.com/kohlerhector/dpdtreeestimator
A new tree-based sklearn estimator
Last synced: 31 Oct 2024
https://github.com/kohlerhector/primenet
Predicting prime numbers as list of bits.
gymnasium number-theory reinforcement-learning stable-baselines3
Last synced: 08 Nov 2024
https://github.com/kohlerhector/teachings
Some exercises for the class of Reinforcement Learning at University of Lille
Last synced: 08 Nov 2024
https://github.com/kohlerhector/classif_mdp
A Classification Tree algortihm using CART, Dynamic Programming and Reinforcement Learning
Last synced: 08 Nov 2024