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A Dynamical Systems Approach for Static Evaluation in Go
2011 IEEE Transactions on Computational Intelligence and AI in Games
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A new concept of modeling static evaluation through a dynamical system is introduced and strengths and weaknesses are discussed. The general suitability of this approach is demonstrated. ... In the paper arguments are given why the concept of static evaluation has the potential to be a useful extension to Monte Carlo tree search. ... Bill Spight is thanked for discussions and comments on documentation related to this project. Computer tests were run on a Sharcnet cluster http://www.sharcnet.ca. ...
doi:10.1109/tciaig.2011.2141669 fatcat:ttnnmggda5bhho5kr2oyucwpxi
Energy-Efficient Clusters for Object Tracking Networks
2018 Energies
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Third, the energy consumption is assessed as either dynamic or static, which is a more accurate system for determining energy consumption. ... Second, we arrange the object tracking system in a cluster structure, which facilitates the evaluation of energy costs. ... Cluster Energy Consumption Turn Left Go Straight Turn Right A Static Static Dynamic B Static Static Static C Dynamic Static Static D Static Dynamic Static Table 4 . 4 Energy ...
doi:10.3390/en11082015 fatcat:zqibeys6wnfojniypwtrzo6kwu
Using semantic fields to model dynamic spatial relations in a robot architecture for natural language instruction of service robots
2013 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems
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The paper concludes with an evaluation of our robot software architecture implemented on a simulated mobile robot operating in both a 2D home environment and in real world environment maps to demonstrate ... As part of our approach, we propose a novel extension to the semantic field model of spatial prepositions that enables the representation of dynamic spatial relations involving paths. ... In contrast, our approach develops novel, pre-defined templates for spatial relations, static and dynamic, that facilitate use and understanding across domains, and whose computational representations ...
doi:10.1109/iros.2013.6696345 dblp:conf/iros/FasolaM13 fatcat:cwjct47qtbh6xag6bjkbhcej6u
Maintainability Dynamic Metrics Data Collection Based On Aspect-Oriented Technology
2010 Malaysian Journal of Computer Science
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Evaluation results showed that the framework is a reasonable approach for collecting a maintainability dynamic metrics. ... Although dynamic metrics can provide a clearer insight into the software quality issue; it is observed that static metrics are often used for such a purpose. ... Tarta and Moldovan [36] used an AOP approach to evaluate system's usability. The study used a dynamic approach to measure usability in the run-time using AOP. ...
doi:10.22452/mjcs.vol23no3.4 fatcat:r3cpl2d7bjad5g3tbmhnu2aw6e
Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities [article]
2024 arXiv pre-print
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2024 pre-print arXiv:2403.11128v1 fatcat:vnlp5mrd3ja6db5tqnsaoyfx4iIn our framework, we endeavor to closely mirror genuine human conversation patterns in human-machine interactions, using a LLM-based user agent, equipped with a user script to ensure human alignment. ... Testing four AI assistants using our crafted benchmark, our method further mirrored human evaluation compared to conventional static evaluations. ... These findings underscore the need for, and the validity of, our dynamic evaluation approach. ...
arXiv:2403.11128v2 fatcat:4dkqki45ffgejn2wsurvxv4ice
Trans<–>Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture [chapter]
2008 Lecture Notes in Computer Science
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The global behaviour is a result of a local EA and control system in each sub-structure. The principles of the work are demonstrated in two experimental approaches using 3D simulation. ... Trans<->Former #13 is a dynamic sculpture with a set of equal sub-structures with a behaviour sought that continuously redraws its own positions in space. ... Thanks to Karl Hatteland for BREVE implementation and simulations. ...
doi:10.1007/978-3-540-78761-7_56 fatcat:4uplb4jownf3rfisjz2mjtbawa
Exploring the structure and function of temporal networks with dynamic graphlets
2016 Bioinformatics
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Here, we develop a novel approach for studying a temporal network more explicitly, by capturing inter-snapshot relationships. ... Results: We base our methodology on well-established graphlets (subgraphs), which have been proven in numerous contexts in static network research. ... Clearly, both static and static-temporal approaches overlook temporal information that is important for studying a dynamic system (Holme and Saramä ki, 2012) . ...
doi:10.1093/bioinformatics/btw310 pmid:27301405 pmcid:PMC4965637 fatcat:6vyhbkydabdi3jfftnhntcdjze
An Artificial Immune Systems (AIS)-based Unified Framework for General Job Shop Scheduling
2014 IFAC Proceedings Volumes
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This paper presents unified framework for solving generic job shop scheduling problems based on the formulation of a job shop into three main classes of problem, namely, static, semi-dynamic and dynamic ... A high level decision support model is presented for the effective deployment of the scheduling strategies whereby a unified approach to solving real job shop problems is achieved. ... The sequencing approach defines the scheduling plan for all available jobs, such as the proposed AIS-based hybrid algorithm for static JSSP in this research, while the dispatching approach provides a solution ...
doi:10.3182/20140824-6-za-1003.01245 fatcat:v6t7mhy6crcy5jd3mw7uxdmrmy
Multi-Person Pose Recognition Using a Zigbee Sensor Network
2008 IFAC Proceedings Volumes
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This paper presents a novel design of a robotic multi-person posture recognition system. ... In the current design, the system can classify seven human postures: falling, standing, sitting, lying, walking, downstairs. ... ACKNOWLEDGMENT This work was partly supported by the National Science Council, Taiwan, R.O.C, under grant NSC-95-2218-E-009-007 and the Ministry of Economic Affairs under grant 95-EC-17-A-04-S1-054. ...
doi:10.3182/20080706-5-kr-1001.02534 fatcat:nsgaa6wipbdolhqvh25t53ihfu
Learning Machine Learning with a Game
2022 Proceedings of the ... European conference on games-based learning
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We use a weighted Lasso-based approach on the different board constellations analyzed in the search tree by the neuronal network to get a final static explanation of the situation. ... Specifically, the reinforcement learning technique Alpha Zero (D.Silver, 2016) has gained much attention for its capability to play Go, which was hard to crack problem for AI for a long time. ... The explanation system we implemented falls into two subcomponents: a dynamic and static analysis. The dynamic analysis displays an interactive version of a subtree of the Monte-Carlo search tree. ...
doi:10.34190/ecgbl.16.1.481 fatcat:nieyixkdk5ce7ewvgs3uq2xa7y
Performance/Energy Efficiency of Variable Line-Size Caches for Intelligent Memory Systems [chapter]
2001 Lecture Notes in Computer Science
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There are at least two approaches to the cache-line size determination: one is a static determination based on prior analysis; the other is a dynamic determination using hardware supports. ... Against to the static approach explained in section 2.2, the dynamically variable line-size cache (D-VLS cache) selects adequate cache-line sizes based on recently observed data reference behavior at run ...
doi:10.1007/3-540-44570-6_13 fatcat:3yu5alibszasxd54k3iy65uixq
A case study of partially evaluated hardware circuits: Key-specific DES [chapter]
1997 Lecture Notes in Computer Science
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By applying partial evaluation to DES on a Xilinx XC4000 series device we have reduced the CLB usage by 45% and improved the encryption bandwidth by 35%. ... Furthermore, the ability to program FPGAs at runtime can be used to improve the performance through dynamic optimization. ... Acknowledgements: This work was supported by the Defense Advanced Research Projects Agency of the United States of America, under contract DAB763-95-C-0102 and subcontract QS5200 from Sanders, a Lockheed ...
doi:10.1007/3-540-63465-7_220 fatcat:bpygraenrffnvo3mnbx7j2aiwe
Software Certification for Distributed, Adaptable Medical Systems: Position Paper on Challenges and Paths Forward
2007 2007 Joint Workshop on High Confidence Medical Devices, Software, and Systems and Medical Device Plug-and-Play Interoperability (HCMDSS-MDPnP 2007)
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For the ICED program we developed a QoS management system for dynamic information sharing environments. ... In this position paper, we propose an analysis, architecture and design approach to specify and enforce certifiable behavior as a means for meaningful and economically feasible certification argument construction ... Beyond a simple binary analysis of "good" and "bad" appropriate for static systems, there is a need in dynamic systems to be able to express how "good" and "bad" evolves over time -for example mild cardiovascular ...
doi:10.1109/hcmdss-mdpnp.2007.5 fatcat:lpyyyuaasfe5pcamwcbpv2uuae
Automating the Architecture Evaluation of Enterprise Information Systems
english
2013 Proceedings of the 15th International Conference on Enterprise Information Systems
english
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In this paper, we propose an approach to add information, which ideally should come from traditional evaluation methods, about scenarios and quality attributes to the source code using metadata in order ... The paper also presents the preliminary results of the approach application to an enterprise web information system and an e-commerce web system. ... Static and dynamic analysis The last step of our approach involves the execution of static and dynamic analysis implemented in a tool. ...
doi:10.5220/0004452103330340 dblp:conf/iceis/PintoKG13 fatcat:be3dm6df3zgtxigql4vrgk3ouy
Dynamic Intrusion Detection in Database Systems: A Machine-Learning Approach
2016 International Conference on Information Systems
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To this end, we first illustrate the design requirements for database protection in dynamic environments using a brief example. ... A case in point are threats originating from malicious insiders. Effective intrusion detection systems are needed to protect company interests as well as customer privacy from insider attacks. ... This helps illustrate the shortcomings associated to current static approaches in dynamic environments. ...
dblp:conf/icis/RappelSF16 fatcat:jafo6rivijdbvcli3dst2phmce
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