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RECOMB
2010
Springer
15 years 4 months ago
naiveBayesCall: An Efficient Model-Based Base-Calling Algorithm for High-Throughput Sequencing
Immense amounts of raw instrument data (i.e., images of fluorescence) are currently being generated using ultra high-throughput sequencing platforms. An important computational cha...
Wei-Chun Kao, Yun S. Song
117
Voted
AAAI
2010
15 years 3 months ago
Integrating Sample-Based Planning and Model-Based Reinforcement Learning
Recent advancements in model-based reinforcement learning have shown that the dynamics of many structured domains (e.g. DBNs) can be learned with tractable sample complexity, desp...
Thomas J. Walsh, Sergiu Goschin, Michael L. Littma...
78
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AAAI
1996
15 years 3 months ago
Cooperator-Base + Task-Base For Agent Modeling: The Virtual Secretary Approach
Wen Cao, Cheng-Gang Bian, Gunnar Hartvigsen
AI
1998
Springer
15 years 2 months ago
Model-Based Diagnostics and Probabilistic Assumption-Based Reasoning
Jürg Kohlas, Bernhard Anrig, Rolf Haenni, Pau...