Pattern Selection Strategies for Pattern Databases in Probabilistic Planning.
Thorsten KlößnerMarcel SteinmetzÁlvaro TorralbaJörg HoffmannPublished in: ICAPS (2022)
Keyphrases
- selection strategies
- probabilistic planning
- pattern databases
- heuristic search
- search strategies
- lookup table
- selection strategy
- state space
- planning problems
- search algorithm
- heuristic function
- search space
- ai planning
- markov decision processes
- admissible heuristics
- constraint satisfaction
- orders of magnitude
- search problems
- heuristic search algorithms
- fixed point
- beam search
- neural network
- monte carlo
- tabu search
- markov chain
- optimization problems
- learning algorithm
- genetic algorithm