Hendrik Baier

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Hendrik Baier

dr.

 https://orcid.org/0000-0002-7211-8070
  • 284
    Citations - based on content available in repository [source: Scopus]
20102025

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  • 2024

    Decision Making in Non-Stationary Environments with Policy-Augmented Search

    Pettet, A., Zhang, Y., Luo, B., Wray, K., Baier, H., Laszka, A., Dubey, A. & Mukhopadhyay, A., 6 May 2024, AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 2417-2419 3 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    1 Citation (Scopus)
    23 Downloads (Pure)

  • Deep Reinforcement Learning for Two-Sided Online Bipartite Matching in Collaborative Order Picking

    Begnardi, L., Baier, H., van Jaarsveld, W. L. & Zhang, Y., 2024, Proceedings of the 15th Asian Conference on Machine Learning, ACML2023. Yanıkoğlu, B. & Buntine, W. (eds.). PMLR, p. 121-136 16 p. (Proceedings of Machine Learning Research (PMLR); vol. 222).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    260 Downloads (Pure)

  • Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic

    An, Z., Baier, H., Dubey, A., Mukhopadhyay, A. & Ma, M., 16 Oct 2024, ECAI 2024: 27th European Conference on Artificial Intelligence, 19–24 October 2024, Santiago de Compostela, Spain – Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarín-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). Amsterdam: IOS Press, p. 4068-4075 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    15 Downloads (Pure)
  • 2023

    BRExIt: On Opponent Modelling in Expert Iteration

    Hernandez, D., Baier, H. & Kaisers, M., 2023, Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI-23. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence (IJCAI), p. 3795-3802 8 p. 0422

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2021

    ME-MCTS: Online Generalization by Combining Multiple Value Estimators

    Baier, H. & Kaisers, M., 2021, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence (IJCAI), p. 4032-4038 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    1 Citation (Scopus)

  • Novelty and MCTS

    Baier, H. & Kaisers, M., 8 Jul 2021, GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 1483-1487 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    1 Citation (Scopus)
  • 2020

    Guiding Multiplayer MCTS by Focusing on Yourself

    Baier, H. & Kaisers, M., 20 Oct 2020, 2020 IEEE Conference on Games (CoG). Institute of Electrical and Electronics Engineers, p. 550-557 8 p. 9231603

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    8 Citations (Scopus)

  • Opponent-Pruning Paranoid Search

    Baier, H. & Kaisers, M., 15 Sept 2020, FDG '20: Proceedings of the 15th International Conference on the Foundations of Digital Games. Yannakakis, G. N., Liapis, A., Penny, K., Volz, V., Khosmood, F. & Lopes, P. (eds.). Association for Computing Machinery, Inc, 7 p. 10. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2018

    Evolutionary MCTS for Multi-Action Adversarial Games

    Baier, H. & Cowling, P. I., 17 Aug 2018, 2018 IEEE Conference on Computational Intelligence and Games (CIG). Institute of Electrical and Electronics Engineers, 8 p. 8490403

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    21 Citations (Scopus)
  • 2017

    A Rollout-Based Search Algorithm Unifying MCTS and Alpha-Beta

    Baier, H., 2017, Computer Games: 5th Workshop on Computer Games, CGW 2016 and 5th Workshop on General Intelligence in Game Playing Agents, GIGA 2016 Held in Conjunction with the 25th International Conference on Artificial Intelligence, IJCAI 2016, Revised Selected Papers. Schiffel, S., Cazenave, T., Edelkamp, S., Thielscher, M., Togelius, J. & Winands, M. H. M. (eds.). Cham: Springer, p. 57-70 14 p. (Communications in Computer and Information Science (CCIS); vol. 705).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Decentralised online planning for multi-robot warehouse commissioning

    Claes, D., Oliehoek, F., Baier, H. & Tuyls, K., 2017, 16th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017. Das, S., Larson, K., Winikoff, M. & Durfee, E. (eds.). Association for Computing Machinery, Inc, p. 492-500 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    70 Citations (Scopus)
  • 2014

    Monte-Carlo Tree Search and Minimax Hybrids with Heuristic Evaluation Functions

    Baier, H. & Winands, M. H. M., 2014, Computer games: Third workshop on computer games, CGW 2014. Cham: Springer, p. 45-63 19 p. (Communications in Computer and Information Science; vol. 504).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    8 Citations (Scopus)
  • 2013

    Monte-Carlo Tree Search and minimax hybrids

    Baier, H. & Winands, M. H. M., 2013, 2013 IEEE Conference on Computational Inteligence in Games (CIG). Institute of Electrical and Electronics Engineers, p. 1-8 8 p. 6633630

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    25 Citations (Scopus)
  • 2012

    Beam Monte-Carlo Tree Search

    Baier, H. & Winands, M. H. M., 2012, 2012 IEEE Conference on Computational Intelligence and Games (CIG). Institute of Electrical and Electronics Engineers, p. 227-233 7 p. 6374160

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    9 Citations (Scopus)

  • Nested Monte-Carlo Tree Search for Online Planning in Large MDPs

    Baier, H. & Winands, M. H. M., 2012, ECAI. IOS Press, p. 109-114 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 242).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    12 Citations (Scopus)

  • Time Management for Monte-Carlo Tree Search in Go

    Baier, H. & Winands, M. H. M., 2012, Advances in Computer Games - 13th International Conference, ACG 2011, Revised Selected Papers. van den Herik, H. J. & Plaat, A. (eds.). Berlin: Springer, p. 39-51 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7168 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    5 Citations (Scopus)