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Distributed Multiagent Planning Resources

Repository for DMAP-related resources (benchmarks, coversion scripts, competitions, ...)

Competitions:

  • Competition of Distributed and Multiagent Planners: CoDMAP.

Planner repositories:

  • MAPlan: https://github.com/danfis/maplan
    • multiagent and singleagent planning
    • centralized, parallelized and distributed planning
    • state-space search
    • various heuristics
    • model: MA-MPT (multiagent multivalued planning task)
    • languages: MA-PDDL
    • codes: C
    • weak privacy preservation (obfuscation by hashing)
    • more info: pages 8-10
  • PSM: https://github.com/gree7/psm-planner/
    • multiagent and singleagent planning
    • centralized, parallelized and distributed planning
    • plan-space search, local state-space search (FastDownward), compact plan representation
    • delete-relaxation heuristics for initial plans
    • model: Finite State Machine in form of Planning State Machine (PSM), SAS+ (FastDownward)
    • languages: MA-PDDL
    • codes: Java, C++ (FastDownward)
    • weak privacy preservation (theoretical strong privacy variant exists)
    • more info: pages 29-32
  • MADLA Planner: https://github.com/stolba/MADLAPlanner
    • multiagent and singleagent planning
    • centralized and parallelized planning
    • state-space search
    • various heuristics
    • model: MA-STRIPS, MA-MPT
    • languages: MA-PDDL, PDDL+ADDL
    • codes: Java
    • weak privacy preservation
    • more info: pages 21-24

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Resource repository for Distributed and Multiagent Planning (DMAP)

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