Mark K. Ho

Orcid: 0000-0002-1454-4768

According to our database¹, Mark K. Ho authored at least 40 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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Bibliography

2024

Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Humans decompose tasks by trading off utility and computational cost.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2023

Exploring the hierarchical structure of human plans via program generation.

[BibT_eX]

[DOI]

CoRR, 2023

Concept Alignment as a Prerequisite for Value Alignment.

[BibT_eX]

[DOI]

CoRR, 2023

Structurally guided task decomposition in spatial navigation tasks.

[BibT_eX]

[DOI]

CoRR, 2023

Bayesian Reinforcement Learning with Limited Cognitive Load.

[BibT_eX]

[DOI]

CoRR, 2023

Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

On Rate-Distortion Theory in Capacity-Limited Cognition & Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2022

How to talk so your robot will learn: Instructions, descriptions, and pragmatics.

[BibT_eX]

[DOI]

Dylan Hadfield-Menell

CoRR, 2022

Linguistic communication as (inverse) reward design.

[BibT_eX]

[DOI]

Dylan Hadfield-Menell

CoRR, 2022

Cognitive Science as a Source of Forward and Inverse Models of Human Decisions for Robotics and Control.

[BibT_eX]

[DOI]

Mark K. Ho

Thomas L. Griffiths

Annu. Rev. Control. Robotics Auton. Syst., 2022

How to talk so AI will learn: Instructions, descriptions, and autonomy.

[BibT_eX]

[DOI]

Dylan Hadfield-Menell

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

On the Expressivity of Markov Reward (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Control of mental representations in human planning.

[BibT_eX]

[DOI]

CoRR, 2021

On the Expressivity of Markov Reward.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Specialization and selective social attention establishes the balance between individual and social learning.

[BibT_eX]

[DOI]

Ralf H. J. M. Kurvers

Proceedings of the 43th Annual Meeting of the Cognitive Science Society, 2021

Extending rational models of communication from beliefs to actions.

[BibT_eX]

[DOI]

Proceedings of the 43th Annual Meeting of the Cognitive Science Society, 2021

Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners.

[BibT_eX]

[DOI]

Proceedings of the 43th Annual Meeting of the Cognitive Science Society, 2021

Learning Rewards From Linguistic Feedback.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners.

[BibT_eX]

[DOI]

CoRR, 2020

The Efficiency of Human Cognition Reflects Planned Information Processing.

[BibT_eX]

[DOI]

CoRR, 2020

Teaching a Robot Tasks of Arbitrary Complexity via Human Feedback.

[BibT_eX]

[DOI]

Proceedings of the HRI '20: ACM/IEEE International Conference on Human-Robot Interaction, 2020

Cognition, Collectives, and Human Culture.

[BibT_eX]

[DOI]

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Show or Tell? Demonstration is More Robust to Changes in Shared Perception than Explanation.

[BibT_eX]

[DOI]

Theodore R. Sumers

Mark K. Ho

Tom Griffiths

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Punishment: Incentive or Communication?

[BibT_eX]

[DOI]

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Resource-rational Task Decomposition to Minimize Planning Costs.

[BibT_eX]

[DOI]

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

People Do Not Just Plan, They Plan to Plan.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

On the Utility of Learning about Humans for Human-AI Coordination.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

The Computational Structure of Unintentional Meaning.

[BibT_eX]

[DOI]

Mark K. Ho

Joanna Korman

Tom Griffiths

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Compositional subgoal representations.

[BibT_eX]

[DOI]

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Learning Task Specifications from Demonstrations.

[BibT_eX]

[DOI]

Marcell Vazquez-Chanlatte

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Effectively Learning from Pedagogical Demonstrations.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

Interactive Learning from Policy-Dependent Human Feedback.

[BibT_eX]

[DOI]

CoRR, 2017

Interactive Learning from Policy-Dependent Human Feedback.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Teaching by Intervention: Working Backwards, Undoing Mistakes, or Correcting Mistakes?

[BibT_eX]

[DOI]

Mark K. Ho

Michael L. Littman

Joseph L. Austerweil

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

Showing versus doing: Teaching by demonstration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Coordinate to cooperate or compete: Abstract goals and joint intentions in social interaction.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Feature-based Joint Planning and Norm Learning in Collaborative Games.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

Teaching with Rewards and Punishments: Reinforcement or Communication?

[BibT_eX]

[DOI]

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2013

Working Memory and Abstract Representation in the Context of Culture.

[BibT_eX]

[DOI]

Mark K. Ho

Fiery Cushman

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Mark K. Ho

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