Mark Ho

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Mark Ho

Assistant Professor Of Psychology

 https://orcid.org/0000-0002-1454-4768
    20152024

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    • 2022

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

      Sumers, T. R., Hawkins, R. D., Ho, M. K., Griffiths, T. L. & Hadfield-Menell, D., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • On the Expressivity of Markov Reward (Extended Abstract)

      Abel, D., Dabney, W., Harutyunyan, A., Ho, M. K., Littman, M. L., Precup, D. & Singh, S., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 5254-5258 5 p. (IJCAI International Joint Conference on Artificial Intelligence).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2021

      Learning Rewards from Linguistic Feedback

      Sumers, T. R., Ho, M. K., Hawkins, R. D., Narasimhan, K. & Griffiths, T. L., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 6002-6010 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 7).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • On the Expressivity of Markov Reward

      Abel, D., Dabney, W., Harutyunyan, A., Ho, M. K., Littman, M. L., Precup, D. & Singh, S., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 7799-7812 14 p. (Advances in Neural Information Processing Systems; vol. 10).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2020

      Teaching a robot tasks of arbitrary complexity via human feedback

      Wang, G., Trimbach, C., Lee, J. K., Ho, M. K. & Littman, M. L., Mar 9 2020, HRI 2020 - Proceedings of the 2020 ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 649-657 9 p. (ACM/IEEE International Conference on Human-Robot Interaction).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • The efficiency of human cognition reflects planned information processing

      Ho, M. K., Abel, D., Cohen, J. D., Littman, M. L. & Griffiths, T. L., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 1300-1307 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2019

      The Computational Structure of Unintentional Meaning

      Ho, M. K., Korman, J. & Griffiths, T. L., 2019, Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019. The Cognitive Science Society, p. 1915-1921 7 p. (Proceedings of the 41st Annual Meeting of the Cognitive Science Society: Creativity + Cognition + Computation, CogSci 2019).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2018

      Effectively Learning from Pedagogical Demonstrations

      Ho, M. K., Littman, M. L., Cushman, F. & Austerweil, J. L., 2018, Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018. The Cognitive Science Society, p. 505-510 6 p. (Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2017

      Interactive learning from policy-dependent human feedback

      MacGlashan, J., Ho, M. K., Loftin, R., Peng, B., Wang, G., Roberts, D. L., Taylor, M. E. & Littman, M. L., 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), p. 3557-3566 10 p. (34th International Conference on Machine Learning, ICML 2017; vol. 5).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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

      Ho, M. K., Littman, M. L. & Austerweil, J. L., 2017, CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition. The Cognitive Science Society, p. 526-531 6 p. (CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2016

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

      Kleiman-Weiner, M., Ho, M. K., Austerweil, J. L., Littman, M. L. & Tenenbaum, J. B., 2016, Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. Papafragou, A., Grodner, D., Mirman, D. & Trueswell, J. C. (eds.). The Cognitive Science Society, p. 1679-1684 6 p. (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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

      Ho, M. K., MacGlashan, J., Greenwald, A., Littman, M. L., Hilliard, E. M., Trimbach, C., Brawner, S., Tenenbaum, J. B., Kleiman-Weiner, M. & Austerweil, J. L., 2016, Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. Papafragou, A., Grodner, D., Mirman, D. & Trueswell, J. C. (eds.). The Cognitive Science Society, p. 1158-1163 6 p. (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2015

      Teaching with Rewards and Punishments: Reinforcement or Communication?

      Ho, M. K., Littman, M. L., Cushman, F. & Austerweil, J. L., 2015, Proceedings of the 37th Annual Meeting of the Cognitive Science Society, CogSci 2015. Noelle, D. C., Dale, R., Warlaumont, A., Yoshimi, J., Matlock, T., Jennings, C. D. & Maglio, P. P. (eds.). The Cognitive Science Society, p. 920-925 6 p. (Proceedings of the 37th Annual Meeting of the Cognitive Science Society, CogSci 2015).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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