Hendrik Baier

42 papers A* 6A 5C 3Journal 19Unranked 9
YearRankTypeTitle / Venue / Authors
2026 A* conf
Explanations for Sequential Decision-Making - an Overview.
AAAI
Hendrik Baier, Mark T. Keane, Sarath Sreedharan, Silvia Tulli, Abhinav Verma
2025 — conf
Algorithm Configuration in Sequential Decision-Making.
CPAIOR (1)
Luca Begnardi, Bart von Meijenfeldt, Yingqian Zhang, Willem van Jaarsveld, Hendrik Baier
2025 J jnl
Combining LLMs with Logic-Based Framework to Explain MCTS.
CoRR
Ziyan An, Xia Wang, Hendrik Baier, Zirong Chen, Abhishek Dubey, Taylor T. Johnson, Jonathan Sprinkle, Ayan Mukhopadhyay, Meiyi Ma
2025 A conf
Combining LLMs with a Logic-Based Framework to Explain MCTS.
AAMAS
Ziyan An, Xia Wang, Hendrik Baier, Zirong Chen, Abhishek Dubey, Taylor T. Johnson, Jonathan Sprinkle, Ayan Mukhopadhyay, Meiyi Ma
2025 A* conf
InnateCoder: Learning Programmatic Options with Foundation Models.
IJCAI
Rubens O. Moraes, Quazi Asif Sadmine, Hendrik Baier, Levi H. S. Lelis
2025 J jnl
InnateCoder: Learning Programmatic Options with Foundation Models.
CoRR
Rubens O. Moraes, Quazi Asif Sadmine, Hendrik Baier, Levi H. S. Lelis
2025 J jnl
Novelty in Monte Carlo Tree Search.
IEEE Trans. Games
Hendrik Baier, Michael Kaisers
2024 A conf
Decision Making in Non-Stationary Environments with Policy-Augmented Search.
AAMAS
Ava Pettet, Yunuo Zhang, Baiting Luo, Kyle Hollins Wray, Hendrik Baier, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay
2024 J jnl
Decision Making in Non-Stationary Environments with Policy-Augmented Search.
CoRR
Ava Pettet, Yunuo Zhang, Baiting Luo, Kyle Hollins Wray, Hendrik Baier, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay
2024 A conf
Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic.
ECAI
Ziyan An, Hendrik Baier, Abhishek Dubey, Ayan Mukhopadhyay, Meiyi Ma
2024 J jnl
Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic.
CoRR
Ziyan An, Hendrik Baier, Abhishek Dubey, Ayan Mukhopadhyay, Meiyi Ma
2024 J jnl
Explainable AI for Sequential Decision Making (Dagstuhl Seminar 24372).
Dagstuhl Reports
Hendrik Baier, Mark T. Keane, Sarath Sreedharan, Silvia Tulli, Abhinav Verma, Stylianos Loukas Vasileiou
2024 J jnl
Language Models Speed Up Local Search for Finding Programmatic Policies.
Trans. Mach. Learn. Res.
Quazi Asif Sadmine, Hendrik Baier, Levi Lelis
2024 J jnl
MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning.
CoRR
Florian Felten, Umut Ucak, Hicham Azmani, Gao Peng, Willem Röpke, Hendrik Baier, Patrick Mannion, Diederik M. Roijers, Jordan K. Terry, El-Ghazali Talbi, Grégoire Danoy, Ann Nowé, Roxana Radulescu
2023 A* conf
BRExIt: On Opponent Modelling in Expert Iteration.
IJCAI
Daniel Hernandez, Hendrik Baier, Michael Kaisers
2023 C conf
Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking.
ACML
Luca Begnardi, Hendrik Baier, Willem van Jaarsveld, Yingqian Zhang
2022 J jnl
BRExIt: On Opponent Modelling in Expert Iteration.
CoRR
Daniel Hernandez, Hendrik Baier, Michael Kaisers
2022 J jnl
Correction to: Value targets in off-policy AlphaZero: a new greedy backup.
Neural Comput. Appl.
Daniel Willemsen, Hendrik Baier, Michael Kaisers
2022 A* conf
Online Planning in POMDPs with Self-Improving Simulators.
IJCAI
Jinke He, Miguel Suau, Hendrik Baier, Michael Kaisers, Frans A. Oliehoek
2022 J jnl
Online Planning in POMDPs with Self-Improving Simulators.
CoRR
Jinke He, Miguel Suau, Hendrik Baier, Michael Kaisers, Frans A. Oliehoek
2022 J jnl
Value targets in off-policy AlphaZero: a new greedy backup.
Neural Comput. Appl.
Daniel Willemsen, Hendrik Baier, Michael Kaisers
2021 A* conf
ME-MCTS: Online Generalization by Combining Multiple Value Estimators.
IJCAI
Hendrik Baier, Michael Kaisers
2021 — conf
Novelty and MCTS.
GECCO Companion
Hendrik Baier, Michael Kaisers
2020 C conf
Guiding Multiplayer MCTS by Focusing on Yourself.
CoG
Hendrik Baier, Michael Kaisers
2020 C conf
Opponent-Pruning Paranoid Search.
FDG
Hendrik Baier, Michael Kaisers
2019 J jnl
Emulating Human Play in a Leading Mobile Card Game.
IEEE Trans. Games
Hendrik Baier, Adam Sattaur, Edward J. Powley, Sam Devlin, Jeff Rollason, Peter I. Cowling
2019 J jnl
The Text-Based Adventure AI Competition.
IEEE Trans. Games
Timothy Atkinson, Hendrik Baier, Tara Copplestone, Sam Devlin, Jerry Swan
2018 — conf
Evolutionary MCTS for Multi-Action Adversarial Games.
CIG
Hendrik Baier, Peter I. Cowling
2018 — conf
Evolutionary MCTS with Flexible Search Horizon.
AIIDE
Hendrik Baier, Peter I. Cowling
2018 A* conf
MCTS-Minimax Hybrids with State Evaluations (Extended Abstract).
IJCAI
Hendrik Baier, Mark H. M. Winands
2018 J jnl
MCTS-Minimax Hybrids with State Evaluations.
J. Artif. Intell. Res.
Hendrik Baier, Mark H. M. Winands
2018 J jnl
The Text-Based Adventure AI Competition.
CoRR
Timothy Atkinson, Hendrik Baier, Tara Copplestone, Sam Devlin, Jerry Swan
2017 A conf
Decentralised Online Planning for Multi-Robot Warehouse Commissioning.
AAMAS
Daniel Claes, Frans A. Oliehoek, Hendrik Baier, Karl Tuyls
2016 — conf
A Rollout-Based Search Algorithm Unifying MCTS and Alpha-Beta.
CGW@IJCAI
Hendrik Baier
2016 J jnl
Time Management for Monte Carlo Tree Search.
IEEE Trans. Comput. Intell. AI Games
Hendrik Baier, Mark H. M. Winands
2015 J jnl
MCTS-Minimax Hybrids.
IEEE Trans. Comput. Intell. AI Games
Hendrik Baier, Mark H. M. Winands
2014 — conf
Monte-Carlo Tree Search and Minimax Hybrids with Heuristic Evaluation Functions.
CGW@ECAI
Hendrik Baier, Mark H. M. Winands
2013 — conf
Monte-Carlo Tree Search and minimax hybrids.
CIG
Hendrik Baier, Mark H. M. Winands
2012 — conf
Beam Monte-Carlo Tree Search.
CIG
Hendrik Baier, Mark H. M. Winands
2012 A conf
Nested Monte-Carlo Tree Search for Online Planning in Large MDPs.
ECAI
Hendrik Baier, Mark H. M. Winands
2011 — conf
Time Management for Monte-Carlo Tree Search in Go.
ACG
Hendrik Baier, Mark H. M. Winands
2010 J jnl
The Power of Forgetting: Improving the Last-Good-Reply Policy in Monte Carlo Go.
IEEE Trans. Comput. Intell. AI Games
Hendrik Baier, Peter D. Drake