Pinned Repositories
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
ELF
ELF: a platform for game research
gitignore
A collection of useful .gitignore templates
malmo-challenge
Team: bacon-reloaded
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-distributed
Ape-X DQN & DDPG with pytorch & tensorboard
pytorch-dnc
Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom
pytorch-rl
Deep Reinforcement Learning with pytorch & visdom
pytorch-trick-or-treat
Use pytorch the right way http://pytorch.org/docs/
renderer
a ROS package to turn your point clouds into a simulator for training DRL agents
jingweiz's Repositories
jingweiz/pytorch-distributed
Ape-X DQN & DDPG with pytorch & tensorboard
jingweiz/Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
jingweiz/acme
A library of reinforcement learning components and agents
jingweiz/AlphaNPI
Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.
jingweiz/apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
jingweiz/box-convolutions
PyTorch code for the "Deep Neural Networks with Box Convolutions" paper
jingweiz/bsuite
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
jingweiz/catalyst
Reproducible and fast DL/RL.
jingweiz/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
jingweiz/dm2gym
Convert DeepMind Control Suite to OpenAI gym environments.
jingweiz/dreamer
Dream to Control: Learning Behaviors by Latent Imagination
jingweiz/edl
Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"
jingweiz/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
jingweiz/faiss
A library for efficient similarity search and clustering of dense vectors.
jingweiz/lyhue1991.github.io
jingweiz/machine-learning-systems-design
A booklet on machine learning systems design with exercises
jingweiz/MinAtar
jingweiz/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
jingweiz/modular-assemblies
Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"
jingweiz/MuZero
A structured implementation of MuZero
jingweiz/muzero-general
MuZero
jingweiz/NRI
Neural relational inference for interacting systems - pytorch
jingweiz/pyslam
pySLAM is a 'toy' implementation of a Visual Odometry (VO) pipeline in Python
jingweiz/pytorch-Deep-Learning
Deep Learning (with PyTorch)
jingweiz/pytorch-lightning
Rapid research framework for Pytorch. The researcher's version of keras
jingweiz/reverb
Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research
jingweiz/rl-starter-files
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
jingweiz/set_transformer
Pytorch implementation of set transformer
jingweiz/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
jingweiz/torchbeast
A PyTorch Platform for Distributed RL