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» Reasoning About Sequences of Memory States
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TIME
1994
IEEE
13 years 9 months ago
Localized Temporal Reasoning: A State-Based Approach
We are concerned with temporalreasoning problems where there is uncertainty about the order in which events occur. The task of temporal reasoning is to derive an event sequence co...
Shieu-Hong Lin, Thomas Dean
AR
2007
105views more  AR 2007»
13 years 5 months ago
Reinforcement learning of a continuous motor sequence with hidden states
—Reinforcement learning is the scheme for unsupervised learning in which robots are expected to acquire behavior skills through self-explorations based on reward signals. There a...
Hiroaki Arie, Tetsuya Ogata, Jun Tani, Shigeki Sug...
ACSC
2008
IEEE
13 years 7 months ago
An investigation of the state formation and transition limitations for prediction problems in recurrent neural networks
Recurrent neural networks are able to store information about previous as well as current inputs. This "memory" allows them to solve temporal problems such as language r...
Angel Kennedy, Cara MacNish
JAPLL
2008
91views more  JAPLL 2008»
13 years 5 months ago
Undoing the effects of action sequences
In this paper, we study the following basic problem: After having executed a sequence of actions, find a sequence of actions that brings the agent back to the state just before th...
Thomas Eiter, Esra Erdem, Wolfgang Faber
ASPLOS
1998
ACM
13 years 9 months ago
Compiler-Controlled Memory
Optimizations aimed at reducing the impact of memory operations on execution speed have long concentrated on improving cache performance. These efforts achieve a reasonable level...
Keith D. Cooper, Timothy J. Harvey