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lanseyege2.github.io

blog

learn-algorithms

算法学习笔记

lets-do-irl

Inverse RL Algorithms (APP, MaxEnt, GAIL, VAIL)

linux_om

lstmcrf

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

max-causal-ent-irl

Maximum Causal Entropy Inverse Reinforcement Learning

maxent

use Maximum Entropy Model do some experiments

micrograd

A tiny autograd engine and a neural net library on top of it, potentially for educational purposes

model

machine learning model

must-read-papers-and-continuous-tracking-on-graph-neural-network-gnn-progress

Papers on Graph neural network(GNN)

my_leetcode

neural-network

neural-network-papers

pyplot_figure

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

pytorch-rl

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

pytorch-tutorial

Build your neural network easy and fast

quant

reprodction-of-maximum-entropy-correlated-equilibria-for-markov-games

Reproduction of the Maximum Causal Entropy theory proposed by Brian in The Principle of Maximum Causal Entropy for Estimating Interacting Processes

revad

Reverse-mode automatic differentiation in Rust (experiment)

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

rl_algorithms

Reinforcement Learning Algorithms

rlquant

Applying Reinforcement Learning in Quantitative Trading

routsota

sa-tensorflow

Soft attention mechanism for video caption generation

simple-a2c

A simple A2C made from scratch in PyTorch. Accompanying comic at https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752

simulation_under_independent_cascades