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AAAI
2007
15 years 8 months ago
Temporal Difference and Policy Search Methods for Reinforcement Learning: An Empirical Comparison
Reinforcement learning (RL) methods have become popular in recent years because of their ability to solve complex tasks with minimal feedback. Both genetic algorithms (GAs) and te...
Matthew E. Taylor, Shimon Whiteson, Peter Stone
GECCO
1999
Springer
145views Optimization» more  GECCO 1999»
15 years 10 months ago
Three Ways to Grow Designs: A Comparison of Embryogenies for an Evolutionary Design Problem
This paper explores the use of growth processes, or embryogenies, to map genotypes to phenotypes within evolutionary systems. Following a summary of the significant features of em...
Peter J. Bentley, Sanjeev Kumar
AAAI
2007
15 years 8 months ago
Towards a Cognitive Model of Crowd Behavior Based on Social Comparison Theory
Models of crowd behavior facilitate analysis and prediction of human group behavior, where people are affected by each other’s presence. Unfortunately, existing models leave man...
Natalie Fridman, Gal A. Kaminka
ACL
2006
15 years 7 months ago
Models for Sentence Compression: A Comparison across Domains, Training Requirements and Evaluation Measures
Sentence compression is the task of producing a summary at the sentence level. This paper focuses on three aspects of this task which have not received detailed treatment in the l...
James Clarke, Mirella Lapata
PAMI
2006
119views more  PAMI 2006»
15 years 6 months ago
Recovering Articulated Pose: A Comparison of Two Pre and Postimposed Constraint Methods
We contrast the performance of two methods of imposing constraints during the tracking of articulated objects, the first method preimposing the kinematic constraints during trackin...
Teófilo Emídio de Campos, Ben Tordof...