XueminLiu111

XueminLiu111's Stars

• BethanyL/DeepKoopman

  neural networks to learn Koopman eigenfunctions

  Language:Jupyter Notebook354118

• labuladong/fucking-algorithm

  刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

  Language:Markdown124k23.1k

• iamhectorotero/rlai-exercises

  Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

  Language:Jupyter Notebook15337

• LyWangPX/Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions

  Solutions of Reinforcement Learning, An Introduction

  Language:Jupyter Notebook1.9k448

• tensorforce/tensorforce

  Tensorforce: a TensorFlow library for applied reinforcement learning

  Language:Python3.3k533

• p-christ/Deep-Reinforcement-Learning-Algorithms-with-PyTorch

  PyTorch implementations of deep reinforcement learning algorithms and environments

  Language:Python5.5k1.2k

• facebookresearch/ReAgent

  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

  Language:Python3.5k515

• darshan315/flow_past_cylinder_by_DRL

  code for active flow control of flow around cynder using Deep Reinforcement Learning

  Language:Jupyter Notebook4419

• bdusell/singularity-tutorial

  Tutorial for using Singularity containers

  11112

• cfl-minds/drl_shape_optimization

  Deep reinforcement learning to perform shape optimization

  Language:Python5615

• thw1021/Cylinder2DFlowControlGeneral

  Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning

  Language:Python2814

• jerabaul29/Cylinder2DFlowControlDRLParallel

  Parallelizing DRL for Active Flow control

  Language:Python6039

• jerabaul29/Cylinder2DFlowControlDRL

  code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning

  Language:Python14664

• dennybritz/reinforcement-learning

  Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

  Language:Jupyter Notebook20.3k6k

• aikorea/awesome-rl

  Reinforcement learning resources curated

  8.7k1.8k

• maziarraissi/FBSNNs

  Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations

  Language:Python13875

• lilipads/CS294-112-reinforcement_learning_project_solutions

  my solutions to Berkley's Deep Reinforcement Learning Class CS294-112.

  Language:Python153

• sholtodouglas/pointMass

  pointMass pybullet RL environment for simple experiments

  Language:Python203

• KuNyaa/berkeleydeeprlcourse-homework-pytorch-solution

  Solutions for CS294-112 Fall2018 assignments in Pytorch

  Language:Python1910

• openai/gym

  A toolkit for developing and comparing reinforcement learning algorithms.

  Language:Python34.3k8.6k

• xuwd11/cs294-112_hws

  My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning

  Language:Python9034

• hindupuravinash/the-gan-zoo

  A list of all named GANs!

  Language:Python14.2k2.5k

• sweetice/Deep-reinforcement-learning-with-pytorch

  PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

  Language:Python3.8k837

• higgsfield/RL-Adventure

  Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

  Language:Jupyter Notebook3k587

• MJeremy2017/reinforcement-learning-implementation

  Reinforcement Learning examples implementation and explanation

  Language:Jupyter Notebook312242

• philtabor/Deep-Q-Learning-Paper-To-Code

  Language:Python338146