josephthinhtran Goto Github PK

acme

A library of reinforcement learning components and agents

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-in-large-discrete-action-spaces

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

deepreinforcementlearninginaction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deeprl_network

multi-agent deep reinforcement learning for networked system control.

dotfiles

arch30

github-pages-with-jekyll

github-slideshow

A robot powered training repository :robot:

homepage

Thinh Tran's website

josephthinhtran

Config files for my GitHub profile.

latex-ppt-template

Seven awesome latex ppt templates for researchers or students.

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

markdown-portfolio

medium-tsp

Appendix repository for Medium article "Routing Traveling Salesmen on Random Graphs using Reinforcement Learning, in PyTorch"

meta-rl

Implementation of Meta-RL A3C algorithm

normalized-advantage-function-naf-

PyTorch implementation of the Q-Learning Algorithm Normalized Advantage Function for continuous control problems + PER and N-step Method

programmingbooks

A collection of programming language books (C, C++, Python, etc...)

pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).

qr-dqn

PyTorch implementation of QR-DQN: Distributional Reinforcement Learning with Quantile Regression

ufgtex-presentation

A Latex Template to presentations from UFG - Federal University of Goiás

wolpertinger_ddpg

Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatible.