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Takazumi Matsumoto
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2020 – today
- 2023
- [j6]Takazumi Matsumoto
, Wataru Ohata
, Jun Tani
:
Incremental Learning of Goal-Directed Actions in a Dynamic Environment by a Robot Using Active Inference. Entropy 25(11): 1506 (2023) - 2022
- [j5]Takazumi Matsumoto
, Wataru Ohata
, Fabien C. Y. Benureau
, Jun Tani
:
Goal-Directed Planning and Goal Understanding by Extended Active Inference: Evaluation through Simulated and Physical Robot Experiments. Entropy 24(4): 469 (2022) - [i4]Takazumi Matsumoto, Wataru Ohata, Fabien C. Y. Benureau, Jun Tani:
Goal-directed Planning and Goal Understanding by Active Inference: Evaluation Through Simulated and Physical Robot Experiments. CoRR abs/2202.09976 (2022) - 2021
- [j4]Jeffrey Frederic Queißer
, Minju Jung, Takazumi Matsumoto, Jun Tani:
Emergence of Content-Agnostic Information Processing by a Robot Using Active Inference, Visual Attention, Working Memory, and Planning. Neural Comput. 33(9): 2353-2407 (2021) - 2020
- [j3]Takazumi Matsumoto
, Jun Tani
:
Goal-Directed Planning for Habituated Agents by Active Inference Using a Variational Recurrent Neural Network. Entropy 22(5): 564 (2020) - [i3]Takazumi Matsumoto, Jun Tani:
Goal-Directed Planning for Habituated Agents by Active Inference Using a Variational Recurrent Neural Network. CoRR abs/2005.14656 (2020)
2010 – 2019
- 2019
- [c4]Minju Jung, Takazumi Matsumoto, Jun Tani:
Goal-Directed Behavior under Variational Predictive Coding: Dynamic organization of Visual Attention and Working Memory. IROS 2019: 1040-1047 - [i2]Minju Jung, Takazumi Matsumoto, Jun Tani:
Goal-Directed Behavior under Variational Predictive Coding: Dynamic Organization of Visual Attention and Working Memory. CoRR abs/1903.04932 (2019) - 2018
- [r2]Takazumi Matsumoto
, Edward Hung, Man Lung Yiu:
Outlier Detection with Uncertain Data Using Graphics Processors. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i1]Minkyu Choi, Takazumi Matsumoto, Minju Jung, Jun Tani:
Generating goal-directed visuomotor plans based on learning using a predictive coding type deep visuomotor recurrent neural network model. CoRR abs/1803.02578 (2018) - 2015
- [j2]Takazumi Matsumoto
, Edward Hung, Man Lung Yiu
:
Parallel outlier detection on uncertain data for GPUs. Distributed Parallel Databases 33(3): 417-447 (2015) - [c3]Takazumi Matsumoto
, Man Lung Yiu
:
Accelerating Exact Similarity Search on CPU-GPU Systems. ICDM 2015: 320-329 - 2014
- [r1]Takazumi Matsumoto
, Edward Hung:
Outlier Detection with Uncertain Data Using Graphics Processors. Encyclopedia of Social Network Analysis and Mining 2014: 1233-1244 - 2012
- [j1]Takazumi Matsumoto
, Edward Hung:
A transduction-based approach to fuzzy clustering, relevance ranking and cluster label generation on web search results. J. Intell. Inf. Syst. 38(2): 419-448 (2012) - [c2]Takazumi Matsumoto
, Edward Hung:
Accelerating Outlier Detection with Uncertain Data Using Graphics Processors. PAKDD (2) 2012: 169-180 - 2010
- [c1]Takazumi Matsumoto
, Edward Hung:
Fuzzy clustering and relevance ranking of web search results with differentiating cluster label generation. FUZZ-IEEE 2010: 1-8
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