3 search results - page 1 / 1 » Improving Determinization in Hindsight for On-line Probabili... |
AIPS
2010
13 years 7 months ago
2010
Recently, `determinization in hindsight' has enjoyed surprising success in on-line probabilistic planning. This technique evaluates the actions available in the current state...
AAAI
2008
13 years 7 months ago
2008
This paper investigates hindsight optimization as an approach for leveraging the significant advances in deterministic planning for action selection in probabilistic domains. Hind...
AIPS
2008
13 years 7 months ago
2008
Enforced hill-climbing is an effective deterministic hillclimbing technique that deals with local optima using breadth-first search (a process called "basin flooding"). ...