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Deep Reinforcement Learning

41 projects

Showing 5 of 41 projects

Maze
MazePython

An application-oriented Deep Reinforcement Learning framework for real-world decision problems, covering simulation to deployment.

#hydra-config#simulation#distributed
Stars294
Forks12
Last commit4 months ago
Jupylet
JupyletPython

A Python library for programming 2D/3D games, graphics, and sound synthesizers interactively in Jupyter notebooks.

#sound-synthesis#music-coding#python
Stars254
Forks25
Last commit9 days ago
trading-rl
trading-rlPython

Deep reinforcement learning framework for financial trading using price trailing, implemented with Keras-RL for Forex markets.

#openai-gym#algorithmic-trading#keras-rl
Stars223
Forks45
Last commit3 years ago
NAVIX
NAVIXPython

A JAX-powered reimplementation of MiniGrid offering over 1000x speedup for reinforcement learning experiments.

#research-tool#environment#jax
Stars184
Forks26
Last commit1 month ago
Gym4ReaL
Gym4ReaLPython

A Gymnasium-based benchmarking suite with realistic environments for evaluating reinforcement learning algorithms in practical scenarios.

#robotics#energy-management#trading
Stars48
Forks3
Last commit1 year ago
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#Reinforcement Learning32
#Machine Learning27
#Deep Learning20
#Tensorflow14
#Python11
#Robotics10
#Openai Gym8
#Algorithmic Trading8
#Pytorch7
#Simulation6
#Neural Networks6
#Research6