Scaling up Heuristic Planning with Relational Decision Trees.
Tomás de la RosaSergio Jiménez CelorrioRaquel FuentetajaDaniel BorrajoPublished in: CoRR (2014)
Keyphrases
- decision trees
- forward search
- heuristic search
- domain independent planning
- planning problems
- heuristic function
- optimal planning
- data model
- classical planning
- plan quality
- decision tree induction
- dynamic programming
- planning graph
- predictive accuracy
- enforced hill climbing
- greedy search
- heuristic search algorithms
- state space search
- decision tree learning algorithm
- ai planning
- training data
- naive bayes
- relational databases
- search algorithm
- real time search algorithms
- beam search
- data mining methods
- relational data
- decision rules
- genetic algorithm
- random forest
- database systems
- optimal solution
- optimal plans
- simulated annealing
- tabu search
- search strategies
- ensemble methods
- heuristic methods