A library for neuroscience-inspired navigation and decision making research.

Bayesian learning and inference for state space models

State Space Models library in JAX

FreeRDP is a free remote desktop protocol library and clients

List of Computer Science courses with video lectures.

Tutorial codes for modeling brains with neural nets

A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and e…

A fast and differentiable model predictive control (MPC) solver for PyTorch.

Model predictive control python toolbox

(Personal experiment) Unsupervised Predictive Memory in a Goal-Directed Agent https://arxiv.org/abs/1803.10760

A continuous action space version of A3C LSTM in pytorch plus A3G design

A3C LSTM Atari with Pytorch plus A3G design

Baseline implementation of recurrent PPO using truncated BPTT

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

A concise but complete full-attention transformer with a set of promising experimental features from various papers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…

Mean Field Multi-Agent Reinforcement Learning

PyTorch implementation of Trust Region Policy Optimization

Main Website for The Odin Project

Seamless operability between C++11 and Python

Python 3 version of the vertex model code in https://bitbucket.org/Pigueco/vertex_model_python_2.7/src/master/