DaomingLyu's repositories
DeepRL
Highly modularized implementation of popular deep RL algorithms in PyTorch
gps
Guided Policy Search
sac
Soft Actor-Critic
Reinforcement-Learning-Notebooks
A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.
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
paac-pytorch
PyTorch implementation of PAAC from "Efficient Parallel Methods for Deep Reinforcement Learning"
causal_inference_python_code
Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins
k-beam-minimax
Efficient minimax optimization for deep adversarial learning, and more.
GAE
Reinforcement learning algorithms with Generalized Advantage Estimation
bayesianQLearning
implementation of Bayesian Q Learning RL Algorithm
pytorch-examples
Simple examples to introduce PyTorch
ray
A high-performance distributed execution engine
Q-tutorials
A collection of tutorial projects and datasets for learning how to use the Maana Knowledge Platform
modular_rl
Implementation of TRPO and related algorithms
DAgger-2
An implementation of the DAgger algorithm for Mujoco
pytorch-trpo
PyTorch Implementation of Trust Region Policy Optimization (TRPO)
dagger-pg
Imitation Learning (DAgger) and Policy Gradients (Reinforce, A2C) in PyTorch
Optimizing-GAN-using-Nestorov-Dual-averaging
Applying Dual averaging method to Saddle point problem in GAN
MontezumaRevenge
Montezuma Revenge Test Environment and Control Logic.
mcts-omok
Omok using MCTS (UCT, PUCT)
PRML
PRML algorithms implemented in Python
pytorch-ddpg
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
friendlyhello-docker
《Docker 学习新手笔记：从入门到放弃》一文与示例代码
transferlearning-tutorial
《迁移学习简明手册》
PyTorch-Tutorial
Build your neural network easy and fast
ptan
PyTorch Agent Net: reinforcement learning toolkit for pytorch