pomdp

pomdp-package

<img src="figures/logo.svg?package=pomdp&version=1.2.7" style="float: right" alt="logo" width="120">
Provides the infrastructure to define and analyze solutions to Partially Observable Markov Decision Process (POMDP) models. Interfaces to various exact and approximate solution algorithms are available, including value iteration, point-based value iteration, and SARSOP. Hahsler and Cassandra tools:::Rd_expr_doi("10.32614/RJ-2024-021").

internal

Provides the infrastructure to define and analyze solutions to Partially Observable Markov Decision Process (POMDP) models. Interfaces to various exact and approximate solution algorithms are available, including value iteration, point-based value iteration, and SARSOP. Hahsler and Cassandra <doi:10.32614/RJ-2024-021>.

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=1.2.7" 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]
Authors:<ul>
<li>Michael Hahsler <a href="/link/mhahsler%40lyle.smu.edu?package=pomdp&version=1.2.7" 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]</li>
</ul>Other contributors:<ul>
<li>Hossein Kamalzadeh [contributor]</li>
</ul>

Author

<img src='figures/logo.svg' style='float: right' alt='logo' width='120' />
Provides the infrastructure to define and analyze solutions to Partially Observable Markov Decision Process (POMDP) models. Interfaces to various exact and approximate solution algorithms are available, including value iteration, point-based value iteration, and SARSOP. Hahsler and Cassandra tools:::Rd_expr_doi("10.32614/RJ-2024-021").

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]
Authors:<ul>
<li>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]</li>
</ul>

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