Search Results - "Kagan, Evgeny"
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1
Distinguishing the Leading Agents in Classification Problems Using the Entropy-Based Metric
Published in Entropy (Basel, Switzerland) (01-04-2024)“…The paper addresses the problem of distinguishing the leading agents in the group. The problem is considered in the framework of classification problems, where…”
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Journal Article -
2
Information Theory: Deep Ideas, Wide Perspectives, and Various Applications
Published in Entropy (Basel, Switzerland) (17-02-2021)“…The history of information theory, as a mathematical principle for analyzing data transmission and information communication, was formalized in 1948 with the…”
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Journal Article -
3
Detection of Static and Mobile Targets by an Autonomous Agent with Deep Q-Learning Abilities
Published in Entropy (Basel, Switzerland) (01-08-2022)“…This paper addresses the problem of detecting multiple static and mobile targets by an autonomous mobile agent acting under uncertainty. It is assumed that the…”
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Journal Article -
4
Unsupervised Classification by Iterative Voting
Published in International journal of crowd science (01-06-2023)“…In the paper we present a simple algorithm for unsupervised classification of given items by a group of agents. The purpose of the algorithm is to provide fast…”
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Journal Article -
5
A Queueing Model for Traffic Flow Control in the Road Intersection
Published in Mathematics (Basel) (01-11-2022)“…In this paper, we consider a simple road intersection with traffic light control and suggest a queueing model for the traffic flow in the intersection. The…”
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Journal Article -
6
Detection of Hidden Moving Targets by a Group of Mobile Agents with Deep Q-Learning
Published in Robotics (Basel) (01-08-2023)“…In this paper, we propose a solution for the problem of searching for multiple targets by a group of mobile agents with sensing errors of the first and the…”
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Journal Article -
7
Non-Commutative Logic for Collective Decision-Making with Perception Bias
Published in Robotics (Basel) (01-06-2023)“…In this paper, we suggest an implementation of non-commutative logic and apply its operators for decision-making in a group of autonomous agents. The suggested…”
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Journal Article -
8
Cooperative Detection of Multiple Targets by the Group of Mobile Agents
Published in Entropy (Basel, Switzerland) (30-04-2020)“…The paper considers the detection of multiple targets by a group of mobile robots that perform under uncertainty. The agents are equipped with sensors with…”
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Journal Article -
9
Unsupervised Classification under Uncertainty: The Distance-Based Algorithm
Published in Mathematics (Basel) (01-12-2023)“…This paper presents a method for unsupervised classification of entities by a group of agents with unknown domains and levels of expertise. In contrast to the…”
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Journal Article -
10
On the right combination of altruism and randomness in the motion of homogeneous distributed autonomous agents
Published in Natural computing (01-06-2023)“…We demonstrate the role of randomness and altruism in the motion of artificial agents in a deterministic environment. A swarm of distributed autonomous agents…”
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Journal Article -
11
Ideation–Execution Transition in Product Development: An Experimental Analysis
Published in Management science (01-05-2018)“…Bringing a new product to market involves both a creative ideation stage and an execution stage. When time-to-market constraints are binding, important…”
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Equity Contracts and Incentive Design in Start-Up Teams
Published in Management science (01-10-2020)“…Entrepreneurial teams assign equity positions in their start-ups using a term sheet that details equity splits and the conditions for being granted those…”
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Journal Article -
13
Motor learning in hemi-Parkinson using VR-manipulated sensory feedback
Published in Disability and rehabilitation: Assistive technology (01-04-2022)“…Modalities for rehabilitation of the neurologically affected upper-limb (UL) are generally of limited benefit. The majority of patients seriously affected by…”
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14
Probability-Generated Aggregators
Published in International journal of intelligent systems (01-07-2013)“…The paper addresses a relation between logical reasoning and probability and presents probability‐generated aggregators. The obtained aggregators implement…”
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15
Entrepreneurial Operations Management
Published 01-01-2018“…In the presence of tight capital, time and talent constraints, many traditional operational challenges are reinforced (and sometimes redefined) in the…”
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Dissertation -
16
Complex-Valued Logic for Neural Networks
Published in 2018 IEEE International Conference on the Science of Electrical Engineering in Israel (ICSEE) (01-12-2018)“…In the report, a simple complex-valued logic is derived from the algebraic structure with uninorm and absorbing norm aggregators. Such construction forms a…”
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Conference Proceeding -
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Information diffusion in sub-communities
Published in 2014 IEEE 28th Convention of Electrical & Electronics Engineers in Israel (IEEEI) (01-12-2014)“…We develop dynamic equations that describe the dissemination of knowledge in sub-communities, which represent various groups in a community. Knowledge is…”
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Conference Proceeding -
18
Uninorm-based neural network and its application for control of mobile robots
Published in 2016 IEEE International Conference on the Science of Electrical Engineering (ICSEE) (01-11-2016)“…We suggest the model of recurrent neural network based on the uninorm aggregators and apply it for control of mobile robots. The learning process in the…”
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Conference Proceeding -
19
Honest signaling in the cooperative search
Published in 2014 IEEE 28th Convention of Electrical & Electronics Engineers in Israel (IEEEI) (01-12-2014)“…We consider a foraging by a group of agents acting in heterogeneous environment, and suggest a new model of cooperative foraging, which implements biological…”
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Conference Proceeding -
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Sonar-based flocking in the robot's team with radio communication
Published in 2016 IEEE International Conference on the Science of Electrical Engineering (ICSEE) (01-11-2016)“…We consider the sonar-based flocking of the team of mobile robots with radio communication with no access to global positioning system. For such a sensing, we…”
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Conference Proceeding