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ICML
2003
IEEE
16 years 5 months ago
Hierarchical Policy Gradient Algorithms
Hierarchical reinforcement learning is a general framework which attempts to accelerate policy learning in large domains. On the other hand, policy gradient reinforcement learning...
Mohammad Ghavamzadeh, Sridhar Mahadevan
IEEEPACT
2003
IEEE
15 years 9 months ago
Using Software Logging to Support Multi-Version Buffering in Thread-Level Speculation
In Thread-Level Speculation (TLS), speculative tasks generate memory state that cannot simply be combined with the rest of the system because it is unsafe. One way to deal with th...
María Jesús Garzarán, Milos P...
ARCSF
2008
15 years 6 months ago
Probabilistic Prediction of Student Affect from Hand Gestures
Abstract-- Affective information is vital for effective human-tohuman communication. Likewise, human-to-computer communication could be potentiated by an "affective barometer&...
Abdul Rehman Abbasi, Matthew N. Dailey, Nitin V. A...
BICA
2010
14 years 11 months ago
Application Feedback in Guiding a Deep-Layered Perception Model
Deep-layer machine learning architectures continue to emerge as a promising biologically-inspired framework for achieving scalable perception in artificial agents. State inference ...
Itamar Arel, Shay Berant
ISLPED
2003
ACM
85views Hardware» more  ISLPED 2003»
15 years 9 months ago
ILP-based optimization of sequential circuits for low power
The power consumption of a sequential circuit can be reduced by decomposing it into subcircuits which can be turned off when inactive. Power can also be reduced by careful state e...
Feng Gao, John P. Hayes