Influence-Augmented Online Planning for Complex Environments. - Jinke He; Miguel Suau; Frans A. Oliehoek (NeurIPS, 2020)

Multitask Soft Option Learning. - Maximilian Igl; Andrew Gambardella; Jinke He; Nantas Nardelli; N. Siddharth 001; Wendelin Boehmer; Shimon Whiteson (UAI, 2020)

Speeding up Deep Reinforcement Learning through Influence-Augmented Local Simulators. - Miguel Suau; Jinke He; Matthijs T. J. Spaan; Frans A. Oliehoek (AAMAS, 2022)

Influence-Augmented Local Simulators: a Scalable Solution for Fast Deep RL in Large Networked Systems. - Miguel Suau; Jinke He; Matthijs T. J. Spaan; Frans A. Oliehoek (ICML, 2022)

Online Planning in POMDPs with Self-Improving Simulators. - Jinke He; Miguel Suau; Hendrik Baier; Michael Kaisers; Frans A. Oliehoek (IJCAI, 2022)

Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems. - Miguel Suau; Jinke He; Mustafa Mert Çelikok; Matthijs T. J. Spaan; Frans A. Oliehoek (NeurIPS, 2022)

RangL: A Reinforcement Learning Competition Platform. - Viktor Zobernig; Richard A. Saldanha; Jinke He; Erica van der Sar; Jasper van Doorn; Jia-Chen Hua; Lachlan Robert Mason; Aleksander Czechowski; Drago Indjic; Tomasz Kosmala; Alessandro Zocca; Sandjai Bhulai; et al. (CoRR, 2022)

Benchmarking Robustness and Generalization in Multi-Agent Systems: A Case Study on Neural MMO. - Yangkun Chen; Joseph Suarez; Junjie Zhang; Chenghui Yu; Bo Wu; Hanmo Chen; Hengman Zhu; Rui Du; Shanliang Qian; Shuai Liu; Weijun Hong; Jinke He; et al. (AAMAS, 2023)

What model does MuZero learn? - Jinke He; Thomas M. Moerland; Frans A. Oliehoek (CoRR, 2023)

What Model Does MuZero Learn? - Jinke He; Thomas M. Moerland; Joery A. de Vries; Frans A. Oliehoek (ECAI, 2024)

Timing the Match: A Deep Reinforcement Learning Approach for Ride-Hailing and Ride-Pooling Services. - Yiman Bao; Jie Gao 010; Jinke He; Frans A. Oliehoek; Oded Cats (CoRR, 2025)

Trust-Region Twisted Policy Improvement. - Joery A. de Vries; Jinke He; Yaniv Oren; Matthijs T. J. Spaan (CoRR, 2025)

Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent Networks. - Joery A. de Vries; Jinke He; Mathijs Michiel de Weerdt; Matthijs T. J. Spaan (CoRR, 2025)

Influence-aware memory architectures for deep reinforcement learning in POMDPs. - Miguel Suau; Jinke He; Elena Congeduti; Rolf A. N. Starre; Aleksander Czechowski; Frans A. Oliehoek (Neural Comput. Appl., 2025)