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ICML
2005
IEEE
15 years 10 months ago
Bounded real-time dynamic programming: RTDP with monotone upper bounds and performance guarantees
MDPs are an attractive formalization for planning, but realistic problems often have intractably large state spaces. When we only need a partial policy to get from a fixed start s...
H. Brendan McMahan, Maxim Likhachev, Geoffrey J. G...
ECRTS
2005
IEEE
15 years 3 months ago
Energy Aware Non-Preemptive Scheduling for Hard Real-Time Systems
Slowdown based on dynamic voltage scaling (DVS) provides the ability to perform an energy-delay tradeoff in the system. Non-preemptive scheduling becomes an integral part of syste...
Ravindra Jejurikar, Rajesh K. Gupta
IAT
2005
IEEE
15 years 3 months ago
Self-Organizing Cognitive Agents and Reinforcement Learning in Multi-Agent Environment
This paper presents a self-organizing cognitive architecture, known as TD-FALCON, that learns to function through its interaction with the environment. TD-FALCON learns the value ...
Ah-Hwee Tan, Dan Xiao
ICAC
2005
IEEE
15 years 3 months ago
The Case for Automated Planning in Autonomic Computing
Computing systems have become so complex that the IT industry recognizes the necessity of deliberative methods to make these systems self-configuring, self-healing, selfoptimizin...
Biplav Srivastava, Subbarao Kambhampati
JCDL
2005
ACM
98views Education» more  JCDL 2005»
15 years 3 months ago
Exploring user perceptions of digital image similarity
The MIDAS project is developing infrastructure and policies for optimal display of digital information on devices with diverse characteristics. In this paper we present the prelim...
Unmil Karadkar, Richard Furuta, Jeevan Joseph John...