2020
Symbolic Network: Generalized Neural Policies for Relational MDPs
ICML 2020poster
A Relational Markov Decision Process (RMDP) is a first-order representation to express all instances of a single probabilistic planning domain with possibly unbounded number of objects. Early work in RMDPs outputs generalized (instance-independent) first-order policies or value functions as a means…