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109
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ACE
2003
15 years 5 months ago
2003
Syntax error correction is an essential part of the debugging process. Yet there has been little research investigating how programmers approach syntax error correction and how to...
153
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ALENEX
2001
15 years 5 months ago
2001
Range searches in metric spaces can be very di cult if the space is \high dimensional", i.e. when the histogram of distances has a large mean and a small variance. The so-cal...
147
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IJCAI
2001
15 years 5 months ago
2001
Most formulations of Reinforcement Learning depend on a single reinforcement reward value to guide the search for the optimal policy solution. If observation of this reward is rar...
138
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IJCAI
2001
15 years 5 months ago
2001
A general and expressive model of sequential decision making under uncertainty is provided by the Markov decision processes (MDPs) framework. Complex applications with very large ...
128
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NIPS
2001
15 years 5 months ago
2001
Policy gradient methods for reinforcement learning avoid some of the undesirable properties of the value function approaches, such as policy degradation (Baxter and Bartlett, 2001...