22 search results - page 1 / 5 » The Usefulness of Hindsight |
AAAI
2008
14 years 1 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...
COMPUTER
2004
13 years 10 months ago
2004
AIPS
2010
14 years 1 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...
PODC
2010
ACM
14 years 2 months ago
2010
ACM
We present a proof of safety and linearizability of a highlyconcurrent optimistic set algorithm. The key step in our proof is the Hindsight Lemma, which allows a thread to infer t...
WFLP
2000
Springer
14 years 2 months ago
2000
Springer
Abstract. Traditionally, machine learning algorithms such as decision tree learners have employed attribute-value representations. From the early 80's on people have started t...