Policy Gradient

TianshouPython

An elegant PyTorch-based deep reinforcement learning library with modular APIs for both research and application development.

rlpytPython

A modular, high-throughput PyTorch framework for deep reinforcement learning research, supporting policy gradient, deep Q-learning, and Q-function policy gradient algorithms.

PGPortfolioPython

A deep reinforcement learning framework for financial portfolio management with policy gradient optimization and backtesting tools.

SLM LabPython

A modular deep reinforcement learning framework in PyTorch for research and application, featuring ready-to-use algorithms and reproducible experiments.

stock_market_reinforcement_learningPython

An OpenAI Gym environment for stock market trading simulation with Deep Q-learning and Policy Gradient implementations.