MDPVIS: An Interactive Visualization for Testing Markov Decision Processes.
Sean McGregorHailey BuckinghamRachel HoutmanClaire A. MontgomeryRonald A. MetoyerThomas G. DietterichPublished in: AAAI Fall Symposia (2015)
Keyphrases
- markov decision processes
- interactive visualization
- data visualization
- interactive visual
- state space
- reinforcement learning
- optimal policy
- dynamic programming
- finite state
- policy iteration
- decision theoretic planning
- information visualization
- reachability analysis
- transition matrices
- action space
- average reward
- planning under uncertainty
- infinite horizon
- finite horizon
- data mining
- state and action spaces
- association rules
- discounted reward
- model based reinforcement learning