amyzhang

amyzhang's Stars

• tensorflow/models

  Models and examples built with TensorFlow

  Language:Python77.4k2.7k7.3k45.7k

• lanpa/tensorboardX

  tensorboard for pytorch (and chainer, mxnet, numpy, ...)

  Language:Python7.9k84455865

• google-deepmind/lab

  A customisable 3D platform for agent-based AI research

  Language:C7.2k4642271.4k

• google-deepmind/dm_control

  Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

  Language:Python3.9k128424683

• ikostrikov/pytorch-a2c-ppo-acktr-gail

  PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

  Language:Python3.7k66230831

• ShangtongZhang/DeepRL

  Modularized Implementation of Deep RL Algorithms in PyTorch

  Language:Python3.3k8992691

• rail-berkeley/rlkit

  Collection of reinforcement learning algorithms

  Language:Python2.6k61131555

• Farama-Foundation/Minigrid

  Simple and easily configurable grid world environments for reinforcement learning

  Language:Python2.2k38197617

• sfujim/TD3

  Author's PyTorch implementation of TD3 for OpenAI gym tasks

  Language:Python1.8k1941441

• facebookresearch/poincare-embeddings

  PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

  Language:Python1.7k4970231

• xiaohanyu/awesome-tikz

  A curated list of awesome TikZ documentations, libraries and resources

  1.6k492137

• facebookresearch/mbrl-lib

  Library for Model Based RL

  Language:Python9832567157

• Farama-Foundation/Miniworld

  Simple and easily configurable 3D FPS-game-like environments for reinforcement learning

  Language:Python7211761131

• joschu/modular_rl

  Implementation of TRPO and related algorithms

  Language:Python6253622158

• ctallec/world-models

  Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

  Language:Python5941336133

• Unity-Technologies/obstacle-tower-env

  Obstacle Tower Environment

  Language:Python5465289125

• denisyarats/pytorch_sac

  PyTorch implementation of Soft Actor-Critic (SAC)

  Language:Jupyter Notebook52467104

• kchua/handful-of-trials

  Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

  Language:Python441141898

• ikostrikov/pytorch-trpo

  PyTorch implementation of Trust Region Policy Optimization

  Language:Python435122090

• kentsommer/pytorch-value-iteration-networks

  Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)

  Language:Python31991161

• facebookresearch/rlstructures

  RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, and different RL algorithms provided as examples.

  Language:Python25813112

• denisyarats/pytorch_sac_ae

  PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

  Language:Python2386534

• facebookresearch/mtrl

  Multi Task RL Baselines

  Language:Python23392927

• quanvuong/handful-of-trials-pytorch

  Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

  Language:Python1884534

• maximilianigl/DVRL

  Deep Variational Reinforcement Learning

  Language:Jupyter Notebook1348525

• higgsfield/interaction_network_pytorch

  Pytorch Implementation of Interaction Networks for Learning about Objects, Relations and Physics

  Language:Jupyter Notebook1297216

• google-research/pddm

  Language:Python978429

• facebookresearch/icp-block-mdp

  Invariant Causal Prediction for Block MDPs

  Language:Python44809

• denisyarats/dm_control2gym

  OpenAI Gym Wrapper for DeepMind Control Suite

  Language:Python4200

• joshnroy/train-procgen

  Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning"

  Language:Python1100