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janesbuaa's Projects

a3c_trading icon a3c_trading

Trading with recurrent actor-critic reinforcement learning

ape-x-dqn icon ape-x-dqn

PyTorch Implementation of Ape-X (Distributed prioritized experience replay) architecture with DQN learner

deep-rl-keras icon deep-rl-keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

gym-anytrading icon gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

muzero icon muzero

An Implementation of MuZero in PyTorch and Ray for reversi

reinforcement-learning-stock-trader icon reinforcement-learning-stock-trader

Using a modified version of Werner Duvaud's MuZero implementation (https://github.com/werner-duvaud/muzero-general) this reinforcement agent learns to trade stocks based on Yahoo Finance data.

reinforcement_learning icon reinforcement_learning

My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.

spidnn_test icon spidnn_test

关于神经元网络PID算法(SPIDNN)的初步尝试(2018-4-16)

tradinggym icon tradinggym

Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.

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