Boehmer, Wendelin

16 publications

ICLR 2025 Epistemic Monte Carlo Tree Search Yaniv Oren, Viliam Vadocz, Matthijs T. J. Spaan, Wendelin Boehmer

NeurIPS 2025 How Ensembles of Distilled Policies Improve Generalisation in Reinforcement Learning Max Weltevrede, Moritz Akiya Zanger, Matthijs T. J. Spaan, Wendelin Boehmer

NeurIPS 2025 Value Improved Actor Critic Algorithms Yaniv Oren, Moritz Akiya Zanger, Pascal R. Van der Vaart, Mustafa Mert Çelikok, Wendelin Boehmer, Matthijs T. J. Spaan

ICLR 2024 Diverse Projection Ensembles for Distributional Reinforcement Learning Moritz Akiya Zanger, Wendelin Boehmer, Matthijs T. J. Spaan

ICML 2024 To the Max: Reinventing Reward in Reinforcement Learning Grigorii Veviurko, Wendelin Boehmer, Mathijs De Weerdt

ICMLW 2024 You Shall Pass: Dealing with the Zero-Gradient Problem in Predict and Optimize for Convex Optimization Grigorii Veviurko, Wendelin Boehmer, Mathijs de Weerdt

IJCAI 2021 Deep Residual Reinforcement Learning (Extended Abstract) Shangtong Zhang, Wendelin Boehmer, Shimon Whiteson

NeurIPS 2021 FACMAC: Factored Multi-Agent Centralised Policy Gradients Bei Peng, Tabish Rashid, Christian Schroeder de Witt, Pierre-Alexandre Kamienny, Philip Torr, Wendelin Boehmer, Shimon Whiteson

ICLR 2021 My Body Is a Cage: The Role of Morphology in Graph-Based Incompatible Control Vitaly Kurin, Maximilian Igl, Tim Rocktäschel, Wendelin Boehmer, Shimon Whiteson

ICML 2021 Randomized Entity-Wise Factorization for Multi-Agent Reinforcement Learning Shariq Iqbal, Christian A Schroeder De Witt, Bei Peng, Wendelin Boehmer, Shimon Whiteson, Fei Sha

ICLR 2021 Transient Non-Stationarity and Generalisation in Deep Reinforcement Learning Maximilian Igl, Gregory Farquhar, Jelena Luketina, Wendelin Boehmer, Shimon Whiteson

ICML 2021 UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning Tarun Gupta, Anuj Mahajan, Bei Peng, Wendelin Boehmer, Shimon Whiteson

ICML 2020 Deep Coordination Graphs Wendelin Boehmer, Vitaly Kurin, Shimon Whiteson

UAI 2020 Multitask Soft Option Learning Maximilian Igl, Andrew Gambardella, Jinke He, Nantas Nardelli, N Siddharth, Wendelin Boehmer, Shimon Whiteson

NeurIPS 2019 Generalized Off-Policy Actor-Critic Shangtong Zhang, Wendelin Boehmer, Shimon Whiteson

NeurIPS 2019 Multi-Agent Common Knowledge Reinforcement Learning Christian Schroeder de Witt, Jakob Foerster, Gregory Farquhar, Philip Torr, Wendelin Boehmer, Shimon Whiteson