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104
Voted
ICML
2004
IEEE
16 years 13 days ago
Apprenticeship learning via inverse reinforcement learning
We consider learning in a Markov decision process where we are not explicitly given a reward function, but where instead we can observe an expert demonstrating the task that we wa...
Pieter Abbeel, Andrew Y. Ng
MITJSME
1989
15 years 3 months ago
Cooperation in Aircraft Design
We describe how aircraft are designed in a large organization. We discuss the different phases of design and interaction with the customer. We then describe the models used by each...
Alan H. Bond, Richard J. Ricci
119
Voted
PROMAS
2004
Springer
15 years 5 months ago
Coordinating Teams in Uncertain Environments: A Hybrid BDI-POMDP Approach
Distributed partially observable Markov decision problems (POMDPs) have emerged as a popular decision-theoretic approach for planning for multiagent teams, where it is imperative f...
Ranjit Nair, Milind Tambe
83
Voted
IPPS
2010
IEEE
14 years 9 months ago
KRASH: Reproducible CPU load generation on many-core machines
Abstract--In this article we present KRASH, a tool for reproducible generation of system-level CPU load. This tool is intended for use in shared memory machines equipped with multi...
Swann Perarnau, Guillaume Huard
83
Voted
DATE
2004
IEEE
145views Hardware» more  DATE 2004»
15 years 3 months ago
Hierarchical Adaptive Dynamic Power Management
Dynamic power management aims at extending battery life by switching devices to lower-power modes when there is a reduced demand for service. Static power management strategies can...
Zhiyuan Ren, Bruce H. Krogh, Radu Marculescu