Pinned Repositories
Adversarial-PG
In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.
AustrailanWeather
Second Assignment: Computational Learning
CVaR-DistRL
Adaptive Risk Tendency Implicit Quantile Network for Drone Navigation under Partial Observability.
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
DJIA-Direction-Prediction
DJIA direction prediction based on news and time series
FinRL
FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥
FinRL-Meta
FinRL-Meta: A Universe for Data-Driven Financial Reinforcement Learning. 🔥
FinRL_Podracer
FinRL-Podracer is a cloud solution.
fqf-iqn-qrdqn.pytorch
PyTorch implementation of FQF, IQN and QR-DQN.
gamma-vega-rl-hedging
Davidpazn's Repositories
Davidpazn/DJIA-Direction-Prediction
DJIA direction prediction based on news and time series
Davidpazn/AustrailanWeather
Second Assignment: Computational Learning
Davidpazn/Adversarial-PG
In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.
Davidpazn/CVaR-DistRL
Adaptive Risk Tendency Implicit Quantile Network for Drone Navigation under Partial Observability.
Davidpazn/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
Davidpazn/FinRL
FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥
Davidpazn/FinRL-Meta
FinRL-Meta: A Universe for Data-Driven Financial Reinforcement Learning. 🔥
Davidpazn/FinRL_Podracer
FinRL-Podracer is a cloud solution.
Davidpazn/fqf-iqn-qrdqn.pytorch
PyTorch implementation of FQF, IQN and QR-DQN.
Davidpazn/gamma-vega-rl-hedging
Davidpazn/HousingPrediction-Statistics
Predict London's real estate prices based on classic statistical methods using R software.
Davidpazn/IQN-and-Extensions
PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER, Noisy layer, N-step bootstrapping, Dueling architecture and parallel env support.
Davidpazn/ML_Finance_Codes
Machine Learning in Finance: From Theory to Practice Book. Dixon, Halperin and Bilokon
Davidpazn/portfolio-optimization
Davidpazn/ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
Davidpazn/RL-book