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What is Swarm Robotics?
 Yet another novel approach to the control of large
group of robots!
 Study of multi-robot coordination strategies inspired
from social insects.
 Engineering self-organization in physically embodied
swarms.
 Application of Swarm Intelligence to the control of a
group of robots.
What’s novel and desirable in the
Swarm Robotics approach?
 Emphasis on the system-level functioning properties
observed in social insect systems:
 Robustness
 Flexibility
 Scalability
 Essential for deploying large numbers of robots.
Robustness
 Social insects can continue to operate despite large
disturbances.
 Redundancy
 Decentralized coordination
 Simplicity of the individuals
 Distributed sensing
Flexibility
 Social insects can offer modularized solutions to tasks
of different nature by utilizing different coordination
mechanisms.
Flexibility – same swarm, different
tasks
 Foraging
 Prey retrieval
 Chain formation
Scalability
 Social insects are observed to be able to operate under
a wide range of group sizes. That is, coordination
mechanisms are rather independent of the number of
individuals in the group.
Finally
 a definition
 Swarm robotics is the study of how large number of
relatively simple physically embodied agents can be
designed such that a desired collective behavior emerges
from the local interactions among agents and between the
agents and the environment.
Criteria for Swarm Robotic systems
 A swarm robotic system should consist of
 large numbers of robots,
 few homogeneous groups of robots,
 robots that are relatively incapable or inefficient,
 robots with only local sensing and communication
abilities.
0 - Individuals should be robots!
 Individuals should be autonomous robots.
 Individuals should
 be situated and autonomous
 be able to physically interact
 Mobility of individuals is sufficient, but not required.
 Metamorphic robotic systems?
 Yes
 Sensor networks?
 No
1 - Large number of robots
 The study should be relevant for the coordination of
large numbers of robots.
 Why relevancy?
 How large is “large”?
2 - Few homogeneous groups of
robots
 The robotic system should consist of few
homogeneous groups and that the number of robots in
each group should be large.
 Teams are not swarms.
 Hierarchical robotic systems (for instance swarms with
a “designated queen”) are less `swarm robotic’.
 What’s a homogeneous group?
 How about individual adaptation?
3 - Relatively incapable of
inefficient robots
 The robotic system should utilize relatively incapable or
inefficient robots with respect to the task at hand.
 The robots should have difficulties in carrying the task on their
own.
 The deployment of a group of robots should improve the
performance of system.
 The deployment of a group of robots should improve the robustness
of the system.
4 - Robots with only local sensing
and communication abilities
 For coordinating their actions, the robots should
utilize only local sensing and communication
capabilities.
 Locality promotes scalability.
 Existence of global communication channels not used
for coordination among the robots does not violate.
Sources of inspiration
 Self-organizing natural systems
 Social insect systems: ants, termites, wasps, bees,
cockroaches, locusts

 Animals with social behaviors: penguins, birds, fish,
sheep...
 Unicellular organisms: Amoebae, bacteria, viruses

 Artificial self-organizing systems
 Self-assembly of materials
Aggregation of amoebae into slime
mould
 When food is abundant,
amoebae (D. discoideum)
acts independently of
others, feeding and
multiplying (Bonner;1967,
Goldbeter;1996).
 When food supply is
depleted amoebae release
cAMP ( a chemo-attractant
for amoeba) into the extra-
cellular environment.
 Amoebae aggregate
forming a slug, a multi-
cellular organism which
can move and sporulate.
Summarized from Self-Organization in Biological
Systems by Scott Camazine, Jean-Louis
Deneubourg, Nigel R. Franks, James Sneyd,
Guy Theraulaz, and Eric Bonabeau
Quorum sensing in bacteria
 Bacteria seem to have
interesting communication
mechanisms to increase their
survival.
 V. fischeri produces light
when its population reach a
critical size.
 V. cholarae delays the
production of virulence factor
until they reach a certain
mass, to ensure a successful
infection against the
infection system.
 Recent studies show that
bacteria use certain auto-
inducers to detect their
density in the environment.
B.L. Bassler, How bacteria talk
to each other: regulation of
gene expression by
quorum sensing. Current
Opinions in Microbiology
1999 Dec;2(6):582-7.
Information exchange in bacteria
 Bacterial colonies can be more resistant to antibiotics than
bacteria living in suspension!
 Hypothesis: Bacteria form a “genomic web” communicating
with each other:
 Inducive communication: a chemical signal triggers a certain action
in other bacteria.
 Informative communication: the message received is interpreted by
the cell, and its response is determined by its history as well as its
current state.
Self-assembly
 Self-assembly: self-organization by making physical bond formation
 Individuals lose some of their motility. This creates some interesting
dynamics. Social insects and breakable bonds in chemistry
 Self-assembly of materials is described as the “autonomous
organization of components into patterns or structures without
[external] intervention.” Whitesides and Grzybowski (Science; 2002)
 Self-assembly is a promising method for fabricating regular structures:
nano-scale self-assembly is promising for building large numbers of
micro- electro-mechanical systems (MEMS), improving the robotic
assembly processes.
19/29
Domain Of Application
 Following are some applications of Swarm Robotics:
 1.Tasks that are too dangerous
 2.Tasks that cover a region
 3.Tasks that scale up or scale down in Time
 4.Tasks that require redundandcy
Conclusion
 Swarm robotics as a new approach to the control and
coordination of multi robot systems.
 It is supposed that a desired collective behavior
emerges from the interactions between the robots and
interactions of robots with the environment.
 The research of swarm robotics is to study the design
of robots, their physical body and their controlling
behavior.
Swarm Robotics Motivation to Inspiration

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Swarm Robotics Motivation to Inspiration

  • 1.
  • 2. What is Swarm Robotics?  Yet another novel approach to the control of large group of robots!  Study of multi-robot coordination strategies inspired from social insects.  Engineering self-organization in physically embodied swarms.  Application of Swarm Intelligence to the control of a group of robots.
  • 3. What’s novel and desirable in the Swarm Robotics approach?  Emphasis on the system-level functioning properties observed in social insect systems:  Robustness  Flexibility  Scalability  Essential for deploying large numbers of robots.
  • 4. Robustness  Social insects can continue to operate despite large disturbances.  Redundancy  Decentralized coordination  Simplicity of the individuals  Distributed sensing
  • 5. Flexibility  Social insects can offer modularized solutions to tasks of different nature by utilizing different coordination mechanisms.
  • 6. Flexibility – same swarm, different tasks  Foraging  Prey retrieval  Chain formation
  • 7. Scalability  Social insects are observed to be able to operate under a wide range of group sizes. That is, coordination mechanisms are rather independent of the number of individuals in the group.
  • 8. Finally
 a definition  Swarm robotics is the study of how large number of relatively simple physically embodied agents can be designed such that a desired collective behavior emerges from the local interactions among agents and between the agents and the environment.
  • 9. Criteria for Swarm Robotic systems  A swarm robotic system should consist of  large numbers of robots,  few homogeneous groups of robots,  robots that are relatively incapable or inefficient,  robots with only local sensing and communication abilities.
  • 10. 0 - Individuals should be robots!  Individuals should be autonomous robots.  Individuals should  be situated and autonomous  be able to physically interact  Mobility of individuals is sufficient, but not required.  Metamorphic robotic systems?  Yes  Sensor networks?  No
  • 11. 1 - Large number of robots  The study should be relevant for the coordination of large numbers of robots.  Why relevancy?  How large is “large”?
  • 12. 2 - Few homogeneous groups of robots  The robotic system should consist of few homogeneous groups and that the number of robots in each group should be large.  Teams are not swarms.  Hierarchical robotic systems (for instance swarms with a “designated queen”) are less `swarm robotic’.  What’s a homogeneous group?  How about individual adaptation?
  • 13. 3 - Relatively incapable of inefficient robots  The robotic system should utilize relatively incapable or inefficient robots with respect to the task at hand.  The robots should have difficulties in carrying the task on their own.  The deployment of a group of robots should improve the performance of system.  The deployment of a group of robots should improve the robustness of the system.
  • 14. 4 - Robots with only local sensing and communication abilities  For coordinating their actions, the robots should utilize only local sensing and communication capabilities.  Locality promotes scalability.  Existence of global communication channels not used for coordination among the robots does not violate.
  • 15. Sources of inspiration  Self-organizing natural systems  Social insect systems: ants, termites, wasps, bees, cockroaches, locusts
  Animals with social behaviors: penguins, birds, fish, sheep...  Unicellular organisms: Amoebae, bacteria, viruses
  Artificial self-organizing systems  Self-assembly of materials
  • 16. Aggregation of amoebae into slime mould  When food is abundant, amoebae (D. discoideum) acts independently of others, feeding and multiplying (Bonner;1967, Goldbeter;1996).  When food supply is depleted amoebae release cAMP ( a chemo-attractant for amoeba) into the extra- cellular environment.  Amoebae aggregate forming a slug, a multi- cellular organism which can move and sporulate. Summarized from Self-Organization in Biological Systems by Scott Camazine, Jean-Louis Deneubourg, Nigel R. Franks, James Sneyd, Guy Theraulaz, and Eric Bonabeau
  • 17. Quorum sensing in bacteria  Bacteria seem to have interesting communication mechanisms to increase their survival.  V. fischeri produces light when its population reach a critical size.  V. cholarae delays the production of virulence factor until they reach a certain mass, to ensure a successful infection against the infection system.  Recent studies show that bacteria use certain auto- inducers to detect their density in the environment. B.L. Bassler, How bacteria talk to each other: regulation of gene expression by quorum sensing. Current Opinions in Microbiology 1999 Dec;2(6):582-7.
  • 18. Information exchange in bacteria  Bacterial colonies can be more resistant to antibiotics than bacteria living in suspension!  Hypothesis: Bacteria form a “genomic web” communicating with each other:  Inducive communication: a chemical signal triggers a certain action in other bacteria.  Informative communication: the message received is interpreted by the cell, and its response is determined by its history as well as its current state.
  • 19. Self-assembly  Self-assembly: self-organization by making physical bond formation  Individuals lose some of their motility. This creates some interesting dynamics. Social insects and breakable bonds in chemistry  Self-assembly of materials is described as the “autonomous organization of components into patterns or structures without [external] intervention.” Whitesides and Grzybowski (Science; 2002)  Self-assembly is a promising method for fabricating regular structures: nano-scale self-assembly is promising for building large numbers of micro- electro-mechanical systems (MEMS), improving the robotic assembly processes. 19/29
  • 20. Domain Of Application  Following are some applications of Swarm Robotics:  1.Tasks that are too dangerous  2.Tasks that cover a region  3.Tasks that scale up or scale down in Time  4.Tasks that require redundandcy
  • 21. Conclusion  Swarm robotics as a new approach to the control and coordination of multi robot systems.  It is supposed that a desired collective behavior emerges from the interactions between the robots and interactions of robots with the environment.  The research of swarm robotics is to study the design of robots, their physical body and their controlling behavior.