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» Learning for stochastic dynamic programming
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IJCAI
1997
15 years 3 months ago
Combining Knowledge Acquisition and Machine Learning to Control Dynamic Systems
This paper presents an interactive method for building a controller for dynamic systems by using a combination of knowledge acquisition and machine learning techniques. The aim is...
G. M. Shiraz, Claude Sammut
131
Voted
ICMLA
2009
15 years 9 days ago
Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
Mark Kroon, Shimon Whiteson
116
Voted
ICCAD
2002
IEEE
149views Hardware» more  ICCAD 2002»
15 years 11 months ago
Battery-aware power management based on Markovian decision processes
- This paper addresses the problem of maximizing capacity utilization of the battery power source in a portable electronic system under latency and loss rate constraints. First, a ...
Peng Rong, Massoud Pedram
IAT
2006
IEEE
15 years 8 months ago
A Q-decomposition LRTDP Approach to Resource Allocation
This paper contributes to solve effectively stochastic resource allocation problems known to be NP-Complete. To address this complex resource management problem, the merging of tw...
Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak...
ICMCS
2006
IEEE
219views Multimedia» more  ICMCS 2006»
15 years 8 months ago
Analysis of Multi-User Congestion Control for Video Streaming Over Wireless Networks
When multiple video sources are live-encoded and transmitted over a common wireless network, each stream needs to adapt its encoding parameters to wireless channel fluctuations, ...
Xiaoqing Zhu, Bernd Girod