Use Case ExtensionsΒΆ

The interfaces provided by pomdp_py should support projects in these directions (and more):

  1. POMDP for RL (Reinforcement Learning)

  2. Multi-Agent POMDPs

    • Define multiple Agent classes.

  3. Object-Oriented POMDPs

    • The Object-Oriented POMDP (OO-POMDP) already has its interfaces implemented in oopomdp.

  1. Task Transfer or Transfer Learning

    • Define multiple Agent classes.

  1. Planning Algorithm Research

    • Use existing POMCP or POUCT as baslines.