pomdp

pomdp-package

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) tools:::Rd_expr_doi("10.1287/opre.21.5.1071").

internal

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) <doi:10.1287/opre.21.5.1071>.

Michael Hahsler

Infrastructure for Partially Observable Markov Decision
Processes (POMDP)

Hossein Kamalzadeh

pomdp-package function

<ul>
<li>Problem specification: POMDP, MDP</li>
<li>Solvers: <code>solve_POMDP()</code>, <code>solve_MDP()</code>, <code>solve_SARSOP()</code></li>
</ul>

Key functions

Maintainer: Michael Hahsler <a href="/link/mhahsler%40lyle.smu.edu?package=pomdp&version=1.2.4" data-mini-rdoc="pomdp::mhahsler@lyle.smu.edu">mhahsler@lyle.smu.edu</a> (<a href="https://orcid.org/0000-0003-2716-1405">ORCID</a>) [copyright holder]
Other contributors:<ul>
<li>Hossein Kamalzadeh [contributor]</li>
</ul>

Author

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

<ul>
<li>Problem specification: POMDP, MDP</li>
<li>Solvers: <code>solve_POMDP()</code>, <code>solve_MDP()</code>, <code>solve_SARSOP()</code></li>
</ul>

Maintainer: Michael Hahsler <a href='mailto:mhahsler@lyle.smu.edu'>mhahsler@lyle.smu.edu</a> (<a href='https://orcid.org/0000-0003-2716-1405'>ORCID</a>) [copyright holder]
Other contributors:<ul>
<li>Hossein Kamalzadeh [contributor]</li>
</ul>

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

Description

Arguments

Key functions

Author

See Also