VISITOR: Visual Interactive State Sequence Exploration for Reinforcement Learning.
Yannick MetzEugene BykovetsLucas JoosDaniel A. KeimMennatallah El-AssadyPublished in: Comput. Graph. Forum (2023)
Keyphrases
- reinforcement learning
- state space
- hidden state
- function approximation
- website
- interactive visual
- visual data mining
- learning algorithm
- visual exploration
- computer graphics
- autonomous learning
- visual representations
- visual representation
- partially observable
- information visualization
- data visualization
- interactive exploration
- transition model
- low level
- active exploration
- data analysis
- exploration strategy
- perceptual aliasing
- data sets
- guided exploration
- control policy
- visualization tool
- action selection
- model free
- protein sequences
- user friendly
- markov decision processes
- visual information
- user interaction
- visual features
- active learning
- high level