22 search results - page 1 / 5 » The Usefulness of Hindsight |
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...
COMPUTER
2004
13 years 4 months ago
2004
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...
PODC
2010
ACM
13 years 8 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
13 years 8 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...