Skip to content

Commit

Permalink
Added MARTY and whitepaper section
Browse files Browse the repository at this point in the history
  • Loading branch information
avonmoll committed May 1, 2024
1 parent 0506e10 commit a9f1f70
Show file tree
Hide file tree
Showing 6 changed files with 68 additions and 1 deletion.
9 changes: 9 additions & 0 deletions _pages/publications.md
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@ author_profile: true

[Journal Articles](#journal-articles)\
[Conference Papers](#conference-papers)\
[White Papers](#white-papers)\
[Academic](#academic)\
[Presentations](#presentations)

Expand All @@ -31,6 +32,14 @@ author_profile: true
{% endif %}
{% endfor %}

## White Papers
{% for post in site.publications reversed %}
{% if post.pubtype == 'whitepaper' %}
{% include archive-single.html %}
{% endif %}
{% endfor %}


## Academic
{% for post in site.publications reversed %}
{% if post.pubtype == 'academic' %}
Expand Down
14 changes: 14 additions & 0 deletions _publications/vonmoll2023multi-agent.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,14 @@
---
title: "Multi-Agent Risk-aware Teaming under Uncertainty (MARTY)"
collection: publications
permalink: /publication/vonmoll2023multi-agent
date: 2023-12-01 01:00:00 +0500
venue: 'Defense Technical Information Center'
paperurl: 'https://avonmoll.github.io/files/marty.pdf'
pubtype: 'whitepaper'
authors: 'A. Von Moll, I. Weintraub'
excerpt_separator: ""
---
Mission operations include a myriad of priorities that are subject to change in the field, of which four are commonly used by pilots: Signature Management (SM), Optimize Killing (OK), Weapon Engagement Zone Denial (WEZD), and Mutual Support (MS). The scope of this project includes three of these priorities, namely OK, WEZD, and MS in an effort to mature autonomy in these areas for unmanned platforms. Furthermore, the inclusion of uncertainty of sensor reliability, asset location, target location/strategy, and other factors are a focus of this effort. Air and missile threats in contested airspace represent a challenge for a number of Air Force missions [1]. In concert, some of the tasks include Defensive Counterair (DCA), Offensive Counterair (OCA), Intelligence, Surveillance, and Reconnaissance (ISR), Air Mobility Operations (AMO), Strike, and Interdiction. Although not comprehensive, these tasks are required for achieving air superiority to support and defend enemy or friendly airspace. As defined in JP 3-01 [2], in OCA, enemy Integrated Air Defense Systems (IADS) attempt to destroy, disrupt, or neutralize penetrations of their airspace. This is an attempt to degrade OCA operations. One way to address enemy IADS is through Suppression of Enemy Air Defense (SEAD). SEAD missions neutralize, destroy, or temporarily degrade surface-based enemy Air Defenses (ADs) by destructive or disruptive means.

[Download paper here](https://avonmoll.github.io/files/marty.pdf)
31 changes: 31 additions & 0 deletions bibliography.bib
Original file line number Diff line number Diff line change
@@ -1,3 +1,34 @@
@techreport{vonmoll2023multi-agent,
abstract = {Mission operations include a myriad of priorities that are subject to change in the field, of which four are commonly used by pilots: Signature Management (SM), Optimize Killing (OK), Weapon Engagement Zone Denial (WEZD), and Mutual Support (MS). The scope of this project includes three of these priorities, namely OK, WEZD, and MS in an effort to mature autonomy in these areas for unmanned platforms. Furthermore, the inclusion of uncertainty of sensor reliability, asset location, target location/strategy, and other factors are a focus of this effort. Air and missile threats in contested airspace represent a challenge for a number of Air Force missions [1]. In concert, some of the tasks include Defensive Counterair (DCA), Offensive Counterair (OCA), Intelligence, Surveillance, and Reconnaissance (ISR), Air Mobility Operations (AMO), Strike, and Interdiction. Although not comprehensive, these tasks are required for achieving air superiority to support and defend enemy or friendly airspace. As defined in JP 3-01 [2], in OCA, enemy Integrated Air Defense Systems (IADS) attempt to destroy, disrupt, or neutralize penetrations of their airspace. This is an attempt to degrade OCA operations. One way to address enemy IADS is through Suppression of Enemy Air Defense (SEAD). SEAD missions neutralize, destroy, or temporarily degrade surface-based enemy Air Defenses (ADs) by destructive or disruptive means.},
author = {Von Moll, Alexander and Weintraub, Isaac},
date = {2023-12-01},
location = {None},
journal = {Defense Technical Information Center},
publisher = {Defense Technical Information Center},
title = {Multi-Agent Risk-aware Teaming under Uncertainty (MARTY)},
url = {https://avonmoll.github.io/files/marty.pdf},
year = {2023},
}

@book{lasota2013chaos,
author = {Lasota, Andrzej and Mackey, Michael C},
publisher = {Springer Science & Business Media},
title = {Chaos, fractals, and noise: stochastic aspects of dynamics},
volume = {97},
year = {2013},
}

@article{gerlach2023introduction,
abstract = {This document serves to provide and introduction to the Frobenius-Perron ("push-forward") and Koopman ("pull-back") operators. The terminology and mathematics required to understand and use these operators is foreign to most engineers. Thus, this tutorial tries to be explicit in defining and providing intuition to new mathematical concepts as they are introduced. Exercises with solutions are also provided so the reader can test their understanding.},
author = {Gerlach, Adam R.},
date = {2023-05-09},
location = {None},
journal = {None},
publisher = {None},
title = {An Introduction to the Frobenius-Perron and Koopman Operators},
year = {2023},
}

@inproceedings{vonmoll2024constrained,
abstract = {In this paper, we extend existing turret defense differential game formulations involving a turn-constrained turret and mobile agent to include specified final time and a constraint. For the purposes of this analysis, the specified final time may represent some exogenous input, perhaps representing the time at which some other event will take place. As for the constraint, it represents a keep-out zone for the mobile agent. The scenario is formulated as a two-player, zero-sum differential game and solved via the method of characteristics (i.e., back-propagation of equilibrium trajectories). Three different trajectory types make up the solution: trajectories that end with the turret aligned with the mobile agent, trajectories that end with the mobile agent on the constraint boundary, and regular trajectories.},
author = {Von Moll, Alexander and Gerlach, Adam R. and Bakker, Craig and Rupe, Adam and Pachter, Meir},
Expand Down
Binary file added files/marty.pdf
Binary file not shown.
3 changes: 2 additions & 1 deletion markdown_generator/publications.py
Original file line number Diff line number Diff line change
Expand Up @@ -124,7 +124,8 @@ def parse_author(a):
pubtypes = {"inproceedings": "conference",
"article": "journal",
"thesis": "academic",
"misc": "presentation"}
"misc": "presentation",
"techreport": "whitepaper"}
md += "\npubtype: '" + pubtypes[item['ENTRYTYPE']] + "'"

# md += "\ncitation: '" + html_escape(item.citation) + "'"
Expand Down
12 changes: 12 additions & 0 deletions mypubs.bib
Original file line number Diff line number Diff line change
@@ -1,3 +1,15 @@
@techreport{vonmoll2023multi-agent,
abstract = {Mission operations include a myriad of priorities that are subject to change in the field, of which four are commonly used by pilots: Signature Management (SM), Optimize Killing (OK), Weapon Engagement Zone Denial (WEZD), and Mutual Support (MS). The scope of this project includes three of these priorities, namely OK, WEZD, and MS in an effort to mature autonomy in these areas for unmanned platforms. Furthermore, the inclusion of uncertainty of sensor reliability, asset location, target location/strategy, and other factors are a focus of this effort. Air and missile threats in contested airspace represent a challenge for a number of Air Force missions [1]. In concert, some of the tasks include Defensive Counterair (DCA), Offensive Counterair (OCA), Intelligence, Surveillance, and Reconnaissance (ISR), Air Mobility Operations (AMO), Strike, and Interdiction. Although not comprehensive, these tasks are required for achieving air superiority to support and defend enemy or friendly airspace. As defined in JP 3-01 [2], in OCA, enemy Integrated Air Defense Systems (IADS) attempt to destroy, disrupt, or neutralize penetrations of their airspace. This is an attempt to degrade OCA operations. One way to address enemy IADS is through Suppression of Enemy Air Defense (SEAD). SEAD missions neutralize, destroy, or temporarily degrade surface-based enemy Air Defenses (ADs) by destructive or disruptive means.},
author = {Von Moll, Alexander and Weintraub, Isaac},
date = {2023-12-01},
location = {None},
journal = {Defense Technical Information Center},
publisher = {Defense Technical Information Center},
title = {Multi-Agent Risk-aware Teaming under Uncertainty (MARTY)},
url = {https://avonmoll.github.io/files/marty.pdf},
year = {2023},
}

@inproceedings{vonmoll2024constrained,
abstract = {In this paper, we extend existing turret defense differential game formulations involving a turn-constrained turret and mobile agent to include specified final time and a constraint. For the purposes of this analysis, the specified final time may represent some exogenous input, perhaps representing the time at which some other event will take place. As for the constraint, it represents a keep-out zone for the mobile agent. The scenario is formulated as a two-player, zero-sum differential game and solved via the method of characteristics (i.e., back-propagation of equilibrium trajectories). Three different trajectory types make up the solution: trajectories that end with the turret aligned with the mobile agent, trajectories that end with the mobile agent on the constraint boundary, and regular trajectories.},
author = {Von Moll, Alexander and Gerlach, Adam R. and Bakker, Craig and Rupe, Adam and Pachter, Meir},
Expand Down

0 comments on commit a9f1f70

Please sign in to comment.