pomdp-package: pomdp: Infrastructure for Partially Observable Markov...

In pomdp: Infrastructure for Partially Observable Markov Decision Processes (POMDP)

pomdp: Infrastructure for Partially Observable Markov Decision Processes (POMDP)

Description

Provides the infrastructure to define and analyze the solutions of Partially Observable Markov Decision Process (POMDP) models. Interfaces for various exact and approximate solution algorithms are available including value iteration, point-based value iteration and SARSOP. Smallwood and Sondik (1973) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1287/opre.21.5.1071")}.

Key functions

• Problem specification: POMDP, MDP

• Solvers: solve_POMDP(), solve_MDP(), solve_SARSOP()

Author(s)

Maintainer: Michael Hahsler [e-mail] (ORCID) [copyright holder]

Other contributors:

• Hossein Kamalzadeh [contributor]

See Also

Useful links:

• https://github.com/mhahsler/pomdp

• Report bugs at https://github.com/mhahsler/pomdp/issues

pomdp documentation built on May 29, 2024, 2:04 a.m.