Nicole Dumont's repositories
jDirichletMixtureModels
An R package that wraps the Julia package DirechletMixtureModels. Still in development.
agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
controllable_agent
The Controllable Agent project trains RL Agents able to optimize any reward function specified in real time, without any further learning or fine-tuning. Training is reward-free and based on the Forward-Backward representation.
DirichletMixtureModels.jl
A package for Dirichlet Process mixture model clustering in Julia.
dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
neurosymPI
CogSci2022
dss
Sequence Modeling with Structured State Spaces
gym-continuous-maze
Continuous maze environment integrated with OpenAI/Gym
gym-maze
A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.
gym-minigrid
Minimalistic gridworld package for OpenAI Gym
gym-water-maze
Water maze and other task for testing
neurorobotics-2020
Neurorobotics 2020
optaplanner
Java Constraint Solver to solve vehicle routing, employee rostering, task assignment, conference scheduling and other planning problems.
Reinforcement-learning-in-continuous-time-with-Legendre-Memory-Units
Reinforcement learning in continuous time with Legendre Memory Units and the nengo package for modelling spiking neural networks
rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
rl-stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Spatial-Epidemics-Dynamics-and-Synchronization
Final Project for a Mathematical Biology course
tianshou
An elegant PyTorch deep reinforcement learning library.