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ICML
2010
IEEE
15 years 7 months ago
Finite-Sample Analysis of LSTD
In this paper we consider the problem of policy evaluation in reinforcement learning, i.e., learning the value function of a fixed policy, using the least-squares temporal-differe...
Alessandro Lazaric, Mohammad Ghavamzadeh, Ré...
ICML
2010
IEEE
15 years 7 months ago
Learning Deep Boltzmann Machines using Adaptive MCMC
When modeling high-dimensional richly structured data, it is often the case that the distribution defined by the Deep Boltzmann Machine (DBM) has a rough energy landscape with man...
Ruslan Salakhutdinov
ACMIDC
2010
15 years 7 months ago
Make a Riddle and TeleStory: designing children's applications for the siftables platform
We present the design of Make a Riddle and TeleStory, educational applications developed on the Siftables platform for children aged 4-7 years. Siftables are hybrid tangible-g...
Seth Hunter, Jeevan J. Kalanithi, David Merrill
COMPSYSTECH
2010
15 years 7 months ago
Coordination of work: towards a typology
: Based on the study of different coordination theories and approaches and on the previous ethnographic case studies, authors identify certain types of coordination, which they int...
Hilda Tellioglu
AAAI
2010
15 years 6 months ago
Algorithms for Finding Approximate Formations in Games
Many computational problems in game theory, such as finding Nash equilibria, are algorithmically hard to solve. This limitation forces analysts to limit attention to restricted su...
Patrick R. Jordan, Michael P. Wellman