BOLT The Behavior Optimization and Learning Theory Laboratory

Testbed

Basic formatting

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

External link

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Plain image:

plain image

Heading 1

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Heading 2

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TABLE Game 1 Game 2 Game 3 Total
Anna 144 123 218 485
Bill 90 175 120 385
Cara 102 214 233 549

It was the best of times it was the worst of times. It was the age of wisdom, it was the age of foolishness. It was the spring of hope, it was the winter of despair.

// some code with syntax highlighting
const popup = document.querySelector("#popup");
popup.style.width = "100%";
popup.innerText =
  "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.";

This sentence has inline code, useful for making references to variables, packages, versions, etc. within a sentence.

Lorem ipsum dolor sit amet.

Consectetur adipiscing elit.

Sed do eiusmod tempor incididunt.

Hidden content

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Jekyll Spaceship

Stage Direct Products ATP Yields
Glycolysis
2 ATP  
2 NADH 3–5 ATP
Pyruvaye oxidation 2 NADH 5 ATP
Citric acid cycle

2 ATP  
6 NADH 15 ATP
2 FADH 3 ATP
30–32 ATP    

$ a * b = c ^ b $

$ 2^{\frac{n-1}{3}} $

$ \int_a^b f(x)\,dx. $

Components

Section

Section, background

Section, dark=true

Section, background dark=true

Section, size=wide

Section, size=full w/ figure

figure image

Figure

figure image
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Button

Icon

Lorem Ipsum Dolor

Feature

Title

Title

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Title

Title

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List

List citations

2024

Recurrent Reinforcement Learning with Memoroids
Steven Morad, Chris Lu, Ryan Kortvelesy, Stephan Liwicki, Jakob Nicolaus Foerster, Amanda Prorok
Advances in Neural Information Processing Systems  ·  26 Sep 2024  ·  https://openreview.net/forum?id=nA4Q983a1v

2023

Reinforcement Learning with Fast and Forgetful Memory
Steven Morad, Ryan Kortvelesy, Stephan Liwicki, Amanda Prorok
Advances in Neural Information Processing Systems  ·  22 Sep 2023  ·  https://openreview.net/forum?id=KTfAtro6vP
Generalised f-Mean Aggregation for Graph Neural Networks
Ryan Kortvelesy, Steven Morad, Amanda Prorok
Advances in Neural Information Processing Systems  ·  22 Sep 2023  ·  https://openreview.net/forum?id=JMrIeKjTAe
Permutation-Invariant Set Autoencoders with Fixed-Size Embeddings for Multi-Agent Learning
International Conference on Autonomous Agents and Multiagent Systems  ·  30 May 2023  ·  https://dl.acm.org/doi/abs/10.5555/3545946.3598823
POPGym: Benchmarking Partially Observable Reinforcement Learning
Steven Morad, Ryan Kortvelesy, Matteo Bettini, Stephan Liwicki, Amanda Prorok
The Eleventh International Conference on Learning Representations  ·  01 Feb 2023  ·  https://openreview.net/forum?id=chDrutUTs0K

2022

A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies
Jan Blumenkamp, Steven Morad, Jennifer Gielis, Qingbiao Li, Amanda Prorok
2022 International Conference on Robotics and Automation (ICRA)  ·  23 May 2022  ·  doi:10.1109/ICRA46639.2022.9811744

2021

Embodied Visual Navigation With Automatic Curriculum Learning in Real Environments
Steven D. Morad, Roberto Mecca, Rudra P. K. Poudel, Stephan Liwicki, Roberto Cipolla
IEEE Robotics and Automation Letters  ·  01 Apr 2021  ·  doi:10.1109/LRA.2020.3048662

2020

Improving Visual Feature Extraction in Glacial Environments
Steven D. Morad, Jeremy Nash, Shoya Higa, Russell Smith, Aaron Parness, Kobus Barnard
IEEE Robotics and Automation Letters  ·  01 Apr 2020  ·  doi:10.1109/LRA.2019.2959490

2019

A Spring Propelled Extreme Environment Robot for Off-World Cave Exploration
Steven D. Morad, Thomas Dailey, Leonard Dean Vance, Jekan Thangavelautham
2019 IEEE Aerospace Conference  ·  01 Mar 2019  ·  doi:10.1109/AERO.2019.8741609

List projects

Reinforcement Learning
Reinforcement Learning Solving higher-level tasks
Memory and Sequence Modeling
Memory and Sequence Modeling Making the intractable, tractable
Robotics
Robotics Intelligent autonomy

List team members


List blog posts

Citation

[no title info]
[no publisher info]  ·  [no date info]  ·  [no id info]
citation image
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[no publisher info]  ·  [no date info]  ·  [no id info]
Manual title
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[no publisher info]  ·  [no date info]  ·  [no id info]

Card

A Large Card
A Large Card A cool card

A cool description

A Small Card
A Small Card A cool card

Lorem ipsum

Portrait

Post Excerpt

Manual title

Alert

Tip Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Help Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Info Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Success Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Warning Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Error Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Tags

Float

Figures

Caption
Caption

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

Code

const test = "Lorem ipsum dolor sit amet, consectetur adipiscing elit.";

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Nulla facilisi etiam dignissim diam quis. Id aliquet lectus proin nibh nisl condimentum id venenatis a. Tristique magna sit amet purus gravida quis blandit turpis cursus. Ultrices eros in cursus turpis massa tincidunt dui ut ornare. A cras semper auctor neque vitae tempus quam pellentesque nec. At tellus at urna condimentum mattis pellentesque. Ipsum consequat nisl vel pretium. Ultrices mi tempus imperdiet nulla malesuada pellentesque elit eget gravida. Integer vitae justo eget magna fermentum iaculis eu non diam. Mus mauris vitae ultricies leo integer malesuada nunc vel. Leo integer malesuada nunc vel risus. Ornare arcu odio ut sem nulla pharetra. Purus semper eget duis at tellus at urna condimentum. Enim neque volutpat ac tincidunt vitae semper quis lectus.

Grid

Regular

With Markdown images

image

image

image

image

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Square

With figure components

Grid of citations

2024

Recurrent Reinforcement Learning with Memoroids
Recurrent Reinforcement Learning with Memoroids
Steven Morad, Chris Lu, Ryan Kortvelesy, Stephan Liwicki, Jakob Nicolaus Foerster, Amanda Prorok
Advances in Neural Information Processing Systems  ·  26 Sep 2024  ·  https://openreview.net/forum?id=nA4Q983a1v

2023

Reinforcement Learning with Fast and Forgetful Memory
Reinforcement Learning with Fast and Forgetful Memory
Steven Morad, Ryan Kortvelesy, Stephan Liwicki, Amanda Prorok
Advances in Neural Information Processing Systems  ·  22 Sep 2023  ·  https://openreview.net/forum?id=KTfAtro6vP
Generalised f-Mean Aggregation for Graph Neural Networks
Generalised f-Mean Aggregation for Graph Neural Networks
Ryan Kortvelesy, Steven Morad, Amanda Prorok
Advances in Neural Information Processing Systems  ·  22 Sep 2023  ·  https://openreview.net/forum?id=JMrIeKjTAe
Permutation-Invariant Set Autoencoders with Fixed-Size Embeddings for Multi-Agent Learning
Permutation-Invariant Set Autoencoders with Fixed-Size Embeddings for Multi-Agent Learning
International Conference on Autonomous Agents and Multiagent Systems  ·  30 May 2023  ·  https://dl.acm.org/doi/abs/10.5555/3545946.3598823
POPGym: Benchmarking Partially Observable Reinforcement Learning
POPGym: Benchmarking Partially Observable Reinforcement Learning
Steven Morad, Ryan Kortvelesy, Matteo Bettini, Stephan Liwicki, Amanda Prorok
The Eleventh International Conference on Learning Representations  ·  01 Feb 2023  ·  https://openreview.net/forum?id=chDrutUTs0K

2022

A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies
A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies
Jan Blumenkamp, Steven Morad, Jennifer Gielis, Qingbiao Li, Amanda Prorok
2022 International Conference on Robotics and Automation (ICRA)  ·  23 May 2022  ·  doi:10.1109/ICRA46639.2022.9811744

2021

Embodied Visual Navigation With Automatic Curriculum Learning in Real Environments
Embodied Visual Navigation With Automatic Curriculum Learning in Real Environments
Steven D. Morad, Roberto Mecca, Rudra P. K. Poudel, Stephan Liwicki, Roberto Cipolla
IEEE Robotics and Automation Letters  ·  01 Apr 2021  ·  doi:10.1109/LRA.2020.3048662

2020

Improving Visual Feature Extraction in Glacial Environments
Improving Visual Feature Extraction in Glacial Environments
Steven D. Morad, Jeremy Nash, Shoya Higa, Russell Smith, Aaron Parness, Kobus Barnard
IEEE Robotics and Automation Letters  ·  01 Apr 2020  ·  doi:10.1109/LRA.2019.2959490

2019

A Spring Propelled Extreme Environment Robot for Off-World Cave Exploration
A Spring Propelled Extreme Environment Robot for Off-World Cave Exploration
Steven D. Morad, Thomas Dailey, Leonard Dean Vance, Jekan Thangavelautham
2019 IEEE Aerospace Conference  ·  01 Mar 2019  ·  doi:10.1109/AERO.2019.8741609

Grid of blog posts

Cols

Text

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Nulla facilisi etiam dignissim diam quis. Id aliquet lectus proin nibh nisl condimentum id venenatis a.

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Nulla facilisi etiam dignissim diam quis. Id aliquet lectus proin nibh nisl condimentum id venenatis a. Tristique magna sit amet purus gravida quis blandit turpis cursus. Ultrices eros in cursus turpis massa tincidunt dui ut ornare. A cras semper auctor neque vitae tempus quam pellentesque nec. At tellus at urna condimentum mattis pellentesque. Ipsum consequat nisl vel pretium. Ultrices mi tempus imperdiet nulla malesuada pellentesque elit eget gravida. Integer vitae justo eget magna fermentum iaculis eu non diam. Mus mauris vitae ultricies leo integer malesuada nunc vel. Leo integer malesuada nunc vel risus. Ornare arcu odio ut sem nulla pharetra. Purus semper eget duis at tellus at urna condimentum. Enim neque volutpat ac tincidunt vitae semper quis lectus.

Images

Fig. 1a
Fig. 1a

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Fig. 1b
Fig. 1b

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Fig. 1c
Fig. 1c

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Code

const test = "Lorem ipsum dolor sit amet";
const test = "Lorem ipsum dolor sit amet";
const test = "Lorem ipsum dolor sit amet";