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» Applications of PCF Theory
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124
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ICRA
2010
IEEE
145views Robotics» more  ICRA 2010»
14 years 11 months ago
Reinforcement learning of motor skills in high dimensions: A path integral approach
— Reinforcement learning (RL) is one of the most general approaches to learning control. Its applicability to complex motor systems, however, has been largely impossible so far d...
Evangelos Theodorou, Jonas Buchli, Stefan Schaal
113
Voted
KDD
2010
ACM
244views Data Mining» more  KDD 2010»
14 years 11 months ago
Finding effectors in social networks
Assume a network (V, E) where a subset of the nodes in V are active. We consider the problem of selecting a set of k active nodes that best explain the observed activation state, ...
Theodoros Lappas, Evimaria Terzi, Dimitrios Gunopu...
SAGT
2010
Springer
167views Game Theory» more  SAGT 2010»
14 years 11 months ago
A Perfect Price Discrimination Market Model with Production, and a (Rational) Convex Program for It
Recent results showing PPAD-completeness of the problem of computing an equilibrium for Fisher’s market model under additively separable, piecewise-linear, concave utilities (pl...
Gagan Goel, Vijay V. Vazirani
103
Voted
SAGT
2010
Springer
175views Game Theory» more  SAGT 2010»
14 years 11 months ago
On Learning Algorithms for Nash Equilibria
Can learning algorithms find a Nash equilibrium? This is a natural question for several reasons. Learning algorithms resemble the behavior of players in many naturally arising gam...
Constantinos Daskalakis, Rafael Frongillo, Christo...
103
Voted
TOPLAS
2010
101views more  TOPLAS 2010»
14 years 11 months ago
Nomadic pict: Programming languages, communication infrastructure overlays, and semantics for mobile computation
Pict project. We define two levels of abstraction as calculi with precise semantics: a low-level Nomadic π calculus with migration and location-dependent communication, and a hig...
Peter Sewell, Pawel T. Wojciechowski, Asis Unyapot...