Semi-Markov Decision Processes
GPTKB entity
Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:logic
decision process |
| gptkbp:abbreviation |
SMDP
|
| gptkbp:application |
control theory
finance robotics queueing systems |
| gptkbp:distinctFrom |
Markov Decision Processes: allows variable time between transitions
|
| gptkbp:feature |
generalized state transitions
variable transition times |
| gptkbp:field |
gptkb:reinforcement_learning
operations research stochastic processes |
| gptkbp:generalizes |
gptkb:Markov_Decision_Processes
|
| gptkbp:hasComponent |
states
actions rewards transition probabilities sojourn times |
| https://www.w3.org/2000/01/rdf-schema#label |
Semi-Markov Decision Processes
|
| gptkbp:introducedIn |
1950s
|
| gptkbp:relatedTo |
gptkb:Markov_Decision_Processes
Markov processes |
| gptkbp:solvedBy |
dynamic programming
reinforcement learning algorithms |
| gptkbp:bfsParent |
gptkb:Markov_Decision_Processes
|
| gptkbp:bfsLayer |
7
|