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Distributed, parallel simulation of multiple, deliberative agents
Proceedings Fourteenth Workshop on Parallel and Distributed Simulation
For testing multi-agent systems, distributed parallel simulation techniques are required that take the dynamic pattern of composition and interaction of multi-agent systems into account. ...
Multi-agent systems comprise multiple, deliberative agents embedded in and recreating patterns of interactions. Each agent's execution consumes considerable storage and calculation capacities. ...
If only a single deliberative agent is tested in a dynamic environment [1] or the coordination strategies of a moderate number of reactive agents [7] , there is no need for a distributed, parallel execution ...
doi:10.1109/pads.2000.847150
dblp:conf/pads/UhrmacherG00
fatcat:htajc3evm5fe7nspzxx3tfcbzi
Adaptive algorithms for the dynamic distribution and parallel execution of agent-based models
2006
Journal of Parallel and Distributed Computing
Both algorithms can automatically distribute ABMs over multiple CPUs and dynamically adjust the degree of parallelization based on available computational resources throughout the simulation runs. ...
a single CPU and do not support the distribution of the ABM over multiple CPUs (even though they might support the scheduling of sequences of ABM simulations). ...
them support the distribution of simulations over multiple hosts. ...
doi:10.1016/j.jpdc.2005.09.004
fatcat:qrdcnofwyrbl7nmmyvgu2h3oje
Scalability in distributed simulations of agent-based models
2009
Proceedings of the 2009 Winter Simulation Conference (WSC)
Scalable solutions are required, as complex models require the capability to simulate hundreds or more complex deliberative agents. ...
The focus of the work presented here is on scalability aspects of simulation environments for agent based simulations. ...
SCALABILITY OF SIMULATIONS
General Considerations To simulate large scale, distributed systems of deliberative software agents is a complex endeavor for hardware and software. ...
doi:10.1109/wsc.2009.5429429
dblp:conf/wsc/PawlaszczykS09
fatcat:tmdnbaiiafg23iadgywc2qj4uq
Distributed simulation of agent-based systems with HLA
2007
ACM Transactions on Modeling and Computer Simulation
Distributed simulation of agent-based systems with HLA. ACM Trans. Model. ...
In this article we describe HLA AGENT, a tool for the distributed simulation of agent-based systems, which integrates the SIM AGENT agent toolkit and the High Level Architecture (HLA) simulator interoperability ...
ACKNOWLEDGMENTS We would like to thank Matt Ismail of the Centre for Scientific Computing at the University of Warwick for access to their Task Farm cluster. ...
doi:10.1145/1243991.1243992
fatcat:tm4cuignwncnpivzk3ondzloiq
Reactive and motivational agents: Towards a collective minder
[chapter]
1997
Lecture Notes in Computer Science
agents act as distributed dynamic processing nodes. ...
We contest that reactive, deliberative and other behaviours are required in complete (intelligent) agents. ...
Acknowledgements This research was funded by a University Of Birmingham internal grant. ...
doi:10.1007/bfb0013594
fatcat:rltxncjrsjg3lg4txwzgmf2t6e
Funk2: A Distributed Processing Language for Reflective Tracing of a Large Critic-Selector Cognitive Architecture
2010
2010 Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshop
EM1 is a step toward a large and complex commonsense reasoning agent with multiple layers of metareasoning that inspect, control, and debug mental representations. ...
Part of the reactive layer of the algorithm is written in C and runs PID control loops in a simulated social two-wheeled inverted pendulum type robot. ...
FUNK2 REPRESENTS EACH CRITIC AND SELECTOR AS A SEPARATE THREAD Funk2 is an abstract simulation of a distributed operating system. ...
doi:10.1109/sasow.2010.56
dblp:conf/saso/Morgan10
fatcat:pvo3pwf46fgczakzm2pf6sx73y
On designing migrating agents
2014
SIGGRAPH Asia 2014 Autonomous Virtual Humans and Social Robot for Telepresence on - SIGGRAPH ASIA '14
In the realm of multi-agent systems, migration refers to the ability of an agent to transfer itself from one embodiment such as a graphical avatar into different embodiments such as a robotic android. ...
Evaluation results suggest that the architecture supports migration by performing consistent deliberative and reactive behaviors. ...
In each simulation, the length of a mission sequences is selected by a random uniform distribution in the range of [5, 25] . ...
doi:10.1145/2668956.2668963
dblp:conf/siggraph/HassaniL14
fatcat:3ijojep26zhdvn6he6wmjpw22i
A Cognitive Architecture Based on Cognitive/Neurological Dual-System Theories
[chapter]
2012
Lecture Notes in Computer Science
behavior can emerge from physical systems of interacting simple processors such as our agents or low-level neural processors. ...
In previous work [11] , we introduced a cognitive architecture for the simulation of human behaviour based on Stanovich's tripartite framework [1] , which provides an explanation of how reflexive and adaptive ...
When multiple strategies (meaning two or more GoalSet Agents) are selected at the algorithmic level, the Goal Agent that belongs to the Algorithmic and Reflective Group triggers a simulation of the strategies ...
doi:10.1007/978-3-642-35139-6_27
fatcat:toibooexkbbj3ojia2dpsfbdem
A Real-Time Hybrid Architecture for Biped Humanoids with Active Vision Mechanisms
2010
Journal of Intelligent and Robotic Systems
The hybrid control module is distributed among three behavior-based hierarchical layers: the planning layer, the deliberative layer and the reactive layer, which work in parallel and have very different ...
In Section 4, a validation of the architecture using simulated and real Nao humanoid robots is presented. ...
By having this parallelism, the simulator is able to take into account the time that the robot expends in processing, thus achieving more realistic experiments. ...
doi:10.1007/s10846-010-9515-7
fatcat:abtqzenrcbcqbbaeq2ffaa5mly
Distributed artificial intelligence in GIS ‐ Geolet: A distributed geo‐spatial information retriever
2005
Journal of Spatial Science
In this paper, an Agent-based Distributed Artificial Intelligent GIS paradigm will be discussed and a Geolet-based DGIS prototype system is provided. ...
The advantages of 'Distributed GIS' have long been realised by GIS practitioners and researchers, for its strengths of system flexibility, reliability, scalability, processing efficiency and resources ...
Spatial Information Systems, The University of New South Wales. ...
doi:10.1080/14498596.2005.9635048
fatcat:e6rukxlrsbhflbbyons3scywvi
Colour reverse learning and animal personalities: the advantage of behavioural diversity assessed with agent-based simulations
2012
Nature Precedings
To understand the potential benefits of the observed behavioural diversity agent-based computer simulations were conducted by systematically varying parameters for flower reward switch oscillation frequency ...
However, as the reward reversal frequency decreases the performance of deliberative-decisive bees becomes most efficient. ...
This parallels our Deliberative-decisive bee strategy. Alternatively, human subjects may use an Incrementalist strategy. ...
doi:10.1038/npre.2012.7037.1
fatcat:oedcuzjlhbby7nloupveoi24cy
A general framework for parallel BDI agents in dynamic environments
2008
Web Intelligence and Agent Systems
We illustrate the working of a parallel agent under the general framework with an agent simulating the behaviour of a vessel captain navigating in sea. ...
Then the performance of a parallel agent is evaluated against several versions of sequential agents. ...
But the time for
the
evaluation of the sequential and parallel agents
is ne by simulation of the processing of events by
ts
tial agents and the parallel agent
will process the same sequences of ...
doi:10.3233/wia-2008-0144
fatcat:77awa7oqcvezxlhzdsjzjfsvfy
Computing Commonsense
2004
BT technology journal
The architecture supports multiple layers of reflective reasoning, mechanisms for coherent reasoning across multiple representations, and large-scale control structures called 'ways to think'. ...
In this paper, we describe a multi-agent architecture for enabling commonsense reasoning which is in development at the Media Lab. ...
This work is supported by the sponsors of the MIT Media Lab. ...
doi:10.1023/b:bttj.0000047599.89995.3c
fatcat:evznoa34ovfg7khhl72qsa6rjm
Robot soccer anywhere: achieving persistent autonomous navigation, mapping, and object vision tracking in dynamic environments
2005
Opto-Ireland 2005: Photonic Engineering
for decentralized, distributed control of mobile agents, (3) integration of vision-based object tracking with dynamic control, and (4) social interaction with human participants. ...
Unlike conventional robot soccer competitions that are usually held on purpose-built robot soccer "fields", in our work we seek to develop the capability for robots to demonstrate aspects of soccer-playing ...
The coordination of multiple agents is achieved via the Social Robot Architecture, a distributed agent based environment for heterogeneous networks of agents with mobility. 24 These efforts are greatly ...
doi:10.1117/12.608404
fatcat:jloufm22wja3rdqnmzi5ulnml4
Large scale multiagent simulation on the grid
2005
CCGrid 2005. IEEE International Symposium on Cluster Computing and the Grid, 2005.
amount of software agents, i.e. more than ten thousands of agents. ...
of simulation. ...
Acknowledgement Parts of this research is funded by the German Research Foundation (DFG) within the Collaborative Research Centre 637 "Autonomous Cooperating Logistic Processes: A Paradigm Shift and its ...
doi:10.1109/ccgrid.2005.1558574
dblp:conf/ccgrid/TimmP05
fatcat:p7pqyxggq5d5ngbrqh4jhsy7l4
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