Statements (30)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:logic
|
| gptkbp:application |
gptkb:dialogue_systems
autonomous vehicles robot navigation medical decision making |
| gptkbp:characterizedBy |
reward function
belief state partial observability stochastic observations stochastic transitions |
| gptkbp:generalizes |
gptkb:Markov_Decision_Process
|
| https://www.w3.org/2000/01/rdf-schema#label |
POMDP
|
| gptkbp:introduced |
gptkb:Anthony_R._Cassandra
gptkb:Michael_L._Littman gptkb:Leslie_Pack_Kaelbling |
| gptkbp:publicationYear |
1998
|
| gptkbp:publishedIn |
gptkb:Artificial_Intelligence_journal
|
| gptkbp:relatedTo |
gptkb:Hidden_Markov_Model
decision theory Bayesian filtering |
| gptkbp:solvedBy |
value iteration
point-based algorithms policy search |
| gptkbp:standsFor |
gptkb:Partially_Observable_Markov_Decision_Process
|
| gptkbp:usedIn |
gptkb:artificial_intelligence
gptkb:reinforcement_learning operations research robotics |
| gptkbp:bfsParent |
gptkb:partially_observable_Markov_decision_process
|
| gptkbp:bfsLayer |
6
|