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CANDC
2005
ACM
15 years 4 months ago
Supporting reflective practice in creativity education
In this study, we design a learning environment to foster participants' creative attitude and evaluate its effectiveness in a university class. Our educational program consis...
Norio Ishii, Kazuhisa Miwa
SIMPRA
2010
137views more  SIMPRA 2010»
15 years 3 months ago
Co-simulation for performance prediction of integrated building and HVAC systems - An analysis of solution characteristics using
Integrated performance simulation of buildings and heating, ventilation and airconditioning (HVAC) systems can help reducing energy consumption and increasing occupant comfort. Ho...
Marija Trcka, Jan L. M. Hensen, Michael Wetter
117
Voted
ATAL
2009
Springer
15 years 11 months ago
SarsaLandmark: an algorithm for learning in POMDPs with landmarks
Reinforcement learning algorithms that use eligibility traces, such as Sarsa(λ), have been empirically shown to be effective in learning good estimated-state-based policies in pa...
Michael R. James, Satinder P. Singh
146
Voted
FOCI
2007
IEEE
15 years 11 months ago
Almost All Learning Machines are Singular
— A learning machine is called singular if its Fisher information matrix is singular. Almost all learning machines used in information processing are singular, for example, layer...
Sumio Watanabe
ATAL
2008
Springer
15 years 6 months ago
Autonomous transfer for reinforcement learning
Recent work in transfer learning has succeeded in making reinforcement learning algorithms more efficient by incorporating knowledge from previous tasks. However, such methods typ...
Matthew E. Taylor, Gregory Kuhlmann, Peter Stone