Meta Planning & Covert Attention
People in the field
People in the field
Artificial Intelligence:
Artificial Intelligence:
- Mark Boddy
- Breese
- Conitzer
- Cox
- Thomas Dean
- Doyle
- Oren Etzioni
- Fehling
- Handerson
- Eric A. Hansen
- Hansson
- Heckerson
- Eric Horvitz
- Jimison
- Kadane
- Kate Larson
- Lipman
- Mayer
- Judeas Pearl
- Stuart Russell
- Sandholm
- Simon
- Eric Wefald
- Shlomo Zilberstein
Cognitive science
Cognitive science
- Woleridge
Relevant Events
Relevant Events
- First International Full-day Workshop on Metareasoning in Agent-Based Systems
- AAAI-10 Workshop on Metacognition for Robust Social Systems
- SASO Metareasoning Workshop 2009
Links
Links
Related fields
Related fields
Keywords
Keywords
- computational resorce allocation
- bounded reasoning
- algorithm portfolio
- metacognition
- metaplanning
- metareasoning
- bounded cognition
- bounded rationality
- Bounded resources
- bounded optimality
- asympotic bounded optimality
- anytime algorithm
- optimal stopping problem
- computation value
- flexible computation
- time-cost
- deliberation control
- time-dependent planning problems
- sub-tree independence
- deliberation scheduling
- continual planning
Problems:
Problems:
Task usually used for benchmarking
Task usually used for benchmarking
- planning in a maze with limited perception
- zilberstein 1996
- controlling a problem solving algorithm like travelsalesman
- hansend & zilberstein 2001
- realtime mail dispatch
- Vehicle Routing Problem
- Larson & Sandholm 2001
- Single Manchine Manufacturing Scheduling
- Larson & Sandholm 2001
- robot courier
- Boddy & Dean 1991
- shooting gallery
- Boddy & Dean 1991
Application field
Application field
- control of probabilistic inference in medical decision making
- browser precaching
- smart compilers
- real time autonomous agents
- control of search (Russell&Wefald,1991)