ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning.
Michal KempkaMarek WydmuchGrzegorz RuncJakub ToczekWojciech JaskowskiPublished in: CoRR (2016)
Keyphrases
- reinforcement learning
- artificial intelligence
- function approximation
- visual information
- ai technologies
- low level
- visual perception
- learning algorithm
- optimal policy
- computing platform
- markov decision processes
- real time
- visual features
- supervised learning
- learning process
- machine learning
- state space
- visual data
- visual cues
- dynamic programming
- action selection
- temporal difference
- reinforcement learning algorithms