Alternatives and similar repositories for DDPG-portfolio-management

Users that are interested in DDPG-portfolio-management are comparing it to the libraries listed below

• ieshanvaidya / reinforcement-learning-option-pricing
  A DQN agent that optimally hedges an options portfolio.
  ☆25Updated 5 years ago
• apolanco3225 / Deep-Reinforcement-Learning-for-Optimal-Execution-of-Portfolio-Transactions-using-DDPG
  Performing a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment…
  ☆58Updated 6 years ago
• rathiromil13 / DS-5500-Project-Portfolio-Optimization-Using-Deep-Reinforcement-Learning
  The repository contains the code for project for DS 5500 course at Northeastern.
  ☆36Updated 6 years ago
• YinchuanLl / Reinforcement-learning-for-portfolio-allocation
  Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation
  ☆36Updated 6 years ago
• nithinsethu / Deep-Direct-Reinforcement-Learning-for-Financial-Signal-Representation-and-Trading
  A deep learning model for Financial Signal Representation and Trading
  ☆76Updated 7 years ago
• AkshayS21 / Reinforcement-Learning-for-Optimal-Financial-Trading
  Implementation of the DDPG algorithm for Optimal Finance Trading
  ☆45Updated 6 years ago
• raehyuns / DDRL_trading
  Deep Direct Recurrent Reinforcement Learning to learn trading system
  ☆26Updated 7 years ago
• my2582 / Adversarial-RL
  A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …
  ☆15Updated 6 years ago
• youki-cao / Recurrent-Reinforcement-Learning-in-Bitcoin-Trading
  Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning
  ☆28Updated 7 years ago
• arturbeg / reinforcement_learning_oe
  The work aims to explore Value based, Deep Reinforcment Learning (Deep Q-Learning and Double Deep Q-Learning) for the problem of Optimal …
  ☆56Updated 6 years ago
• namm2008 / DRL_stock_trading
  Deep Reinforcement Learning for Stock trading task
  ☆21Updated 4 years ago
• YukiYasuda2718 / rl-bsmodel-with-costs
  Option hedging strategies are investigated using two reinforcement learning algorithms: deep Q network and deep deterministic policy grad…
  ☆21Updated 6 years ago
• deepcrypto / Reinforcement-learning-in-portfolio-management-
  This project implements the two deep reinforcement learning algorithms on portfolio management
  ☆54Updated 7 years ago
• JayChanHoi / value-based-deep-reinforcement-learning-trading-model-in-pytorch
  This is a repo for deep reinforcement learning in trading. I used value based double DQN variant for single stock trading. The agent lear…
  ☆71Updated 6 years ago
• luliu31415926 / Reinforcement-Learning-for-Optimized-trade-execution
  ☆34Updated 5 years ago
• AshengLin / FDRNN
  Deep Direct Reinforcement Learning for Financial Signal Representation and Trading(http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/aa…
  ☆29Updated 6 years ago
• tqa236 / LSTM_algo_trading
  Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"
  ☆19Updated 5 years ago
• chandc / Inverse_Reinforcement_Learning_for_Stocks
  Implement the model of Halperin and Feldshteyn for DJIA and SP500
  ☆10Updated 6 years ago
• WenhangBao / Multi-Agent-RL-for-Liquidation
  Source code for paper:Multi-agent reinforcement learning for liquidation strategy analysis
  ☆58Updated 6 years ago
• multidqn / deep-q-trading
  ☆32Updated 5 years ago
• Musonda2day / Asset-Portfolio-Management-usingDeep-Reinforcement-Learning-
  This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep …
  ☆87Updated 3 years ago
• druce / rl
  Deep Reinforcement Learning For Trading
  ☆108Updated last year
• daniel-fudge / DRL-Portfolio-Optimization
  A portfolio optimization framework leveraging Deep Reinforcement Learning (DRL)
  ☆25Updated 5 years ago
• Alessiobrini / Deep-Reinforcement-Trading-with-Predictable-Returns
  Reinforcement Learning framework to make synthetic experiments in the financial domain
  ☆23Updated 2 years ago
• NoOneUST / Stock-Price-Prediction-LSTM-and-Trading-Strategy-Reinforcement-Learning
  Stock Price Prediction with LSTM and Trading Strategy with Reinforcement Learning
  ☆14Updated 6 years ago
• SvenBecker / TAA-PG
  Usage of policy gradient reinforcement learning to solve portfolio optimization problems (Tactical Asset Allocation).
  ☆33Updated 6 years ago
• vermouth1992 / drl-portfolio-management
  CSCI 599 deep learning and its applications final project
  ☆156Updated 6 years ago
• Artificial-Intelligence-Big-Data-Lab / A-Multi-Layer-and-Multi-Ensembled-Stock-Trader-Using-Deep-Learning-and-Deep-Reinforcement-Learning
  ☆57Updated 5 years ago
• bassemfg / ddpg-rl-portfolio-management
  Using Reinforcement Learning with Deep Deterministic Policy Gradient for Portfolio Optimization
  ☆10Updated 3 years ago
• AccomplishedCode / Deep-Reinforcement-Learning-Stock-Trader
  ☆13Updated 6 years ago