Interactive visualization for testing Markov Decision Processes: MDPVIS.
Sean McGregorHailey BuckinghamThomas G. DietterichRachel HoutmanClaire A. MontgomeryRonald A. MetoyerPublished in: J. Vis. Lang. Comput. (2017)
Keyphrases
- markov decision processes
- interactive visualization
- interactive visual
- state space
- optimal policy
- finite state
- reinforcement learning
- data visualization
- dynamic programming
- decision theoretic planning
- policy iteration
- transition matrices
- planning under uncertainty
- information visualization
- partially observable
- average cost
- reachability analysis
- infinite horizon
- finite horizon
- average reward
- multidimensional data
- action sets
- real time dynamic programming
- model based reinforcement learning
- databases
- action space
- markov decision process
- multi dimensional