Predicting human decisions in a sequential planning puzzle with a large state space.
Yichen LiZahy BnayaWei Ji MaPublished in: CogSci (2019)
Keyphrases
- state space
- heuristic search
- stochastic domains
- planning problems
- human decision making
- goal state
- planning tasks
- reinforcement learning
- macro actions
- decision makers
- classical planning
- human operators
- belief state
- dynamical systems
- human interaction
- human subjects
- state variables
- markov decision processes
- search space
- decision making
- markov chain
- dynamic programming
- search algorithm
- domain independent
- ai planning
- partially observable
- belief space
- particle filter
- strategic and tactical
- forward search
- decision support
- monte carlo
- human users
- human experts