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ATAL
2006
Springer
15 years 10 months ago
Probabilistic policy reuse in a reinforcement learning agent
We contribute Policy Reuse as a technique to improve a reinforcement learning agent with guidance from past learned similar policies. Our method relies on using the past policies ...
Fernando Fernández, Manuela M. Veloso
NIPS
2004
15 years 8 months ago
Multiple Relational Embedding
We describe a way of using multiple different types of similarity relationship to learn a low-dimensional embedding of a dataset. Our method chooses different, possibly overlappin...
Roland Memisevic, Geoffrey E. Hinton
ECBS
2003
IEEE
84views Hardware» more  ECBS 2003»
16 years 1 days ago
Model-Integrated Design Toolset for Polymorphous Computer-Based Systems
Polymorphous computer-based systems are systems in which the CPU architecture “morphs” or changes shape to meet the requirements of the application. Optimized and efficient de...
Brandon Eames, Ted Bapty, Ben Abbott, Sandeep Neem...
TCAD
2002
86views more  TCAD 2002»
15 years 6 months ago
Platune: a tuning framework for system-on-a-chip platforms
System-on-a-chip (SOC) platform manufacturers are increasingly adding configurable features that provide power and performance flexibility in order to increase a platform's ap...
Tony Givargis, Frank Vahid
MICRO
2006
IEEE
68views Hardware» more  MICRO 2006»
15 years 6 months ago
Using STEAM for Thermal Simulation of Storage Systems
ESIGN. THE STEAM SIMULATOR LETS USERS ABSTRACT THE DETAILS OF LOW-LEVEL RECORDING PHYSICS AND HEAT TRANSFER PHENOMENA AND FACILITATES EXPLORATION OF A LARGE DESIGN SPACE OF STORAGE...
Sudhanva Gurumurthi, Youngjae Kim, Anand Sivasubra...