Pinned Repositories
awesome-rl
Reinforcement learning resources curated
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
data_to_viz
Leading to the dataviz you need
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Deep-Recurrent-Reinforcement-Learning
Deep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow
DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
deeprl_network
multi-agent deep reinforcement learning for networked system control.
DRL_Large_Scale_Inventory
gdrl
Grokking Deep Reinforcement Learning
qiaowenchuan's Repositories
qiaowenchuan/awesome-rl
Reinforcement learning resources curated
qiaowenchuan/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
qiaowenchuan/data_to_viz
Leading to the dataviz you need
qiaowenchuan/deeprl_network
multi-agent deep reinforcement learning for networked system control.
qiaowenchuan/DRL_Large_Scale_Inventory
qiaowenchuan/gdrl
Grokking Deep Reinforcement Learning
qiaowenchuan/gym
A toolkit for developing and comparing reinforcement learning algorithms.
qiaowenchuan/keras-rl
Deep Reinforcement Learning for Keras.
qiaowenchuan/M5-methods
Data, Benchmarks, and methods submitted to the M5 forecasting competition
qiaowenchuan/Multi-Agent-Deep-Reinforcement-Learning-on-Multi-Echelon-Inventory-Management
Official codes for "Multi-Agent Deep Reinforcement Learning for Multi-Echelon Inventory Management: Reducing Costs and Alleviating Bullwhip Effect"
qiaowenchuan/or-gym
Environments for OR and RL Research
qiaowenchuan/pg-is-all-you-need
Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.
qiaowenchuan/price_simulator
simulation platform for algorithmic pricing
qiaowenchuan/pymarl
Python Multi-Agent Reinforcement Learning framework
qiaowenchuan/Python-100-Days
Python - 100天从新手到大师
qiaowenchuan/pytorch_sac
PyTorch implementation of Soft Actor-Critic (SAC)
qiaowenchuan/qiaowenchuan.github.io
qiaowenchuan/rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
qiaowenchuan/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
qiaowenchuan/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
qiaowenchuan/RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
qiaowenchuan/RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
qiaowenchuan/rlpricing
Environments and toolkit to evaluate RL algorithms for dynamic pricing
qiaowenchuan/rlpyt
Reinforcement Learning in PyTorch
qiaowenchuan/Safe-Reinforcement-Learning-Baselines
The repository is for safe reinforcement learning baselines.
qiaowenchuan/safe-rl-shielding
qiaowenchuan/spinningup
An educational resource to help anyone learn deep reinforcement learning.
qiaowenchuan/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
qiaowenchuan/tensor-house
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
qiaowenchuan/ThinkPython2
LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.