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208
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AAAI
1993
15 years 8 months ago
1993
This paper analyzes the complexity of on-line reinforcement learning algorithms, namely asynchronous realtime versions of Q-learning and value-iteration, applied to the problem of...
173
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AIPS
1996
15 years 8 months ago
1996
Subgoal interactions have received considerable attention in AI Planning. Earlier analyses by Korf [11] and Joslin and Roach [6] were done in terms of the topology of the space of...
155
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LISA
1994
15 years 8 months ago
1994
Back in the late 80s and early 90s, when disk drives were expensive, it was more economical to buy one server and configure it with enough disk space to support several "disk...
190
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NIPS
1993
15 years 8 months ago
1993
While exploring to nd better solutions, an agent performing online reinforcement learning (RL) can perform worse than is acceptable. In some cases, exploration might have unsafe, ...
201
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OSDI
1994
ACM
15 years 8 months ago
1994
ACM
Operating system research has endeavored to develop micro-kernels that provide modularity, reliability and security improvements over conventional monolithic kernels. However, the...