Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning.
Jing-Cheng ShiYang YuQing DaShi-Yong ChenAnxiang ZengPublished in: AAAI (2019)
Keyphrases
- reinforcement learning
- real world
- real environment
- real time
- online environment
- virtual world
- real robot
- virtual reality
- mobile robot
- virtual environment
- balancing exploration and exploitation
- wide range
- case study
- data sets
- online learning
- dynamic environments
- synthetic data
- augmented reality
- initially unknown
- neural network
- data mining
- function approximation
- multi user virtual environments
- multi agent environments
- learning algorithm
- state space
- temporal difference
- model free
- learning process
- multi agent
- collaborative learning
- online consumer