# qLearningFinance: Artigo sobre q-learning e portfólios financeiros.

Neste projeto prentendemos utilizar Q-Learning para criar uma máquina capaz de gerenciar portfolios de criptomoedas (Q-Trader).

Projeto overleaf

Read Link: https://www.overleaf.com/13436608jhcdbzzmhcjz

Papers

Reinforcement Learning & Trading

• Algorithm Trading using Q-Learning and Recurrent Reinforcement Learning
• Agent Inspired Trading Using Recurrent Reinforcement Learning and LSTM Neural Networks
• A Multi-agent Q-learning Framework for Optimizing Stock Trading Systems
• Deep Q-trading
• Reinforcement Learning in Online Stock Trading Systems
• Portfolio Management using Reinforcement Learning
• A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem

Articles

• The Self Learning Quant
• DEEP LEARNING IN FINANCE: LEARNING TO TRADE WITH Q-RL AND DQNS

Projetos relevantes

• Se isso daqui não for o estado da arte, não sei o que é!
• TensorForce: A TensorFlow library for applied reinforcement learning
• QLearning_Trading
• stockgym
• sl-quant
• Trading Gym
• DQN

TensorForce Bitcoin Trading Bot (Podcast)

O cara tem um podcast sensacional sobre Machine Learning e ta desenvolvendo esse algo-trader deep reinforcement learning to automatically buy/sell/hold BTC based on price history. Ele explica tudo nos ultimos episódios do podcast (ta me ajudando muito): http://ocdevel.com/podcasts/machine-learning

https://github.com/lefnire/tforce_btc_trader