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Top 68 ppo open source projects

a unified environment for supervised learning and reinforcement learning in the context of quantitative trading

✭ 36

python reinforcement-learning deep-learning quant ddpg quantitative-trading gym-environment ppo

Lightweight deep RL Libraray for continuous control.

✭ 14

python shell Dockerfile deep-reinforcement-learning pytorch policy-gradient ddpg sac continuous-control ppo td3

Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020

Live Trading. Please star.

✭ 1,251

Jupyter Notebook python deep-reinforcement-learning openai-gym sharpe-ratio ddpg stock-trading ppo a2c-algorithm ensemble-strategy stock-trading-strategy automated-stock-trading

No description or website provided.

✭ 14

python bot agent reinforcement-learning trading openai-gym algo-trading artificial-neural-networks data-manipulation ppo tensorforce market-profile ohlcv-data rl-trading

reinforcement learning ppo rnd

Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation

✭ 33

python reinforcement-learning deep-reinforcement-learning pytorch gym frozenlake-v0 proximal-policy-optimization ppo cartpole-v0 lunar-lander random-network-distillation bipedalwalker ppo-rnd frozenlake-not-slippery

☔ Deep RL agents with PyTorch☔

✭ 39

python Makefile reinforcement-learning deep-reinforcement-learning pytorch dqn ddpg sac ppo a2c acktr option-critic td3

Deep-Reinforcement-Learning-With-Python

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

mujoco-benchmark

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

✭ 101

benchmark performance pytorch rl baseline results ddpg sac drl mujoco ppo tianshou

61-68 of 68 ppo projects