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448project

High Frequency Trading

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

gmps

Guided-Meta Policy Search

hindsight-experience-replay

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

learning_to_adapt

Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning

maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

maml_rl

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

metric-learn

Metric learning algorithms in Python

mmenv

An RL Environment with A high-fidelity Simulator for MM

oyster

Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

pg_travel

Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

random-network-distillation

Code for the paper "Exploration by Random Network Distillation"

reinforcement-learning-in-bitcoin-option-pricing