q-learning-trader's repositories
tensorflow-rl
Forex Trading tf2.x reinforcement learning
rl_trading
A playground for all things reinforcement learning in trading!
academy
Ray tutorials from Anyscale
Deep-Reinforcement-Stock-Trading
A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
FinRL-Library
A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. Please star. π₯
fire
FInancial REinforcement learning
freqtrade-gym
A customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.
gym-continuousDoubleAuction
A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
MTGODE
[TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
Mujoco-Pytorch
PPO implementation on mujoco environment
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
Reinforcement-learning-in-portfolio-management-
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.
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-policies-attacks-defenses
Adversarial attacks on Deep Reinforcement Learning (RL)
RL_Trade
A personal side project to explore the use of Deep RL in stock trading
RLTrader
A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
tbase
Baselines of reinforcement learning trading agents
tenvs
Environments for China trading agents
tf_deep_rl_trader
Trading Environment(OpenAI Gym) + PPO(TensorForce)
thermoAI
Heating system control with Reinforcement Learning
Transportation-Routes-Optimization-by-RL
Application of reinforcement learning to Optimize transportation routes using reinforcement learning
vime-pytorch
PyTorch implementation of the VIME paper (Variational Information Maximizing Exploration)