A knowledge-enhanced deep reinforcement learning-based shape optimizer for aerodynamic mitigation of wind-sensitive structures.
Shaopeng LiReda SnaikiTeng WuPublished in: Comput. Aided Civ. Infrastructure Eng. (2021)
Keyphrases
- reinforcement learning
- knowledge base
- expert systems
- prior knowledge
- knowledge management
- machine learning
- knowledge acquisition
- knowledge representation
- medial axis
- knowledge based systems
- long term
- learning algorithm
- knowledge discovery
- data mining techniques
- learning process
- database systems
- optimal policy
- learning systems
- domain experts
- markov decision processes
- knowledge sharing
- shape descriptors
- dynamic model
- shape matching
- risk management
- knowledge transfer