Skip to content

Enable random seeding in POUCT / POMCP for deterministic behavior #39

@zkytony

Description

@zkytony

Make it so that POUCT/POMCP planning result could be deterministic. This requires seeding both sampling states from the belief and sampling from generative models. A random generator or a seed number should be provided when creating the planner and passed into the agent. This would imply quite a lot of changes as each domain would have to update the sample methods of its models to be using the passed-in random generator. By default, no seed is provided and the behavior should be random (non-deterministic).

Metadata

Metadata

Assignees

No one assigned

    Labels

    callcontribution appreciatedenhancementNew feature or request

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions