Modern Deep Reinforcement Learning Algorithms

Code

• github.com/FortsAndMills/Learning-Reinforcement-Learning
  OfficialIn paperpytorch★ 0
• github.com/TristanBertin/Reinforcement_Learning
  tf★ 0

Abstract

Recent advances in Reinforcement Learning, grounded on combining classical theoretical results with Deep Learning paradigm, led to breakthroughs in many artificial intelligence tasks and gave birth to Deep Reinforcement Learning (DRL) as a field of research. In this work latest DRL algorithms are reviewed with a focus on their theoretical justification, practical limitations and observed empirical properties.

Tasks

Reproductions