| Thinking fast and slow with deep learning and tree search T Anthony, Z Tian, D Barber Advances in Neural Information Processing Systems, 5360-5370, 2017 | 258 | 2017 |
| Smarts: Scalable multi-agent reinforcement learning training school for autonomous driving M Zhou, J Luo, J Villella, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ... arXiv preprint arXiv:2010.09776, 2020 | 52 | 2020 |
| A regularized opponent model with maximum entropy objective Z Tian, Y Wen, Z Gong, F Punakkath, S Zou, J Wang arXiv preprint arXiv:1905.08087, 2019 | 22 | 2019 |
| Learning to Communicate Implicitly by Actions. Z Tian, S Zou, I Davies, T Warr, L Wu, H Bou-Ammar, J Wang AAAI, 7261-7268, 2020 | 20* | 2020 |
| Online double oracle YY Le Cong Dinh, Z Tian, NP Nieves, O Slumbers, DH Mguni, HB Ammar, ... | 9 | 2021 |
| Multi-Agent Constrained Policy Optimisation S Gu, JG Kuba, M Wen, R Chen, Z Wang, Z Tian, J Wang, A Knoll, Y Yang arXiv preprint arXiv:2110.02793, 2021 | 4 | 2021 |
| A Game-Theoretic Approach to Multi-Agent Trust Region Optimization Y Wen, H Chen, Y Yang, Z Tian, M Li, X Chen, J Wang arXiv preprint arXiv:2106.06828, 2021 | 3 | 2021 |
| SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving M Zhou, J Luo, J Villella, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ... Conference on Robot Learning, 264-285, 2021 | 2 | 2021 |
| Opponent Modelling in Multi-Agent Systems Z Tian UCL (University College London), 2021 | 1 | 2021 |
| Learning to Safely Exploit a Non-Stationary Opponent Z Tian, H Ren, Y Yang, Y Sun, Z Han, I Davies, J Wang | 1 | 2021 |
| Online Double Oracle C Le Dinh, Y Yang, Z Tian, N Perez Nieves, O Slumbers, DH Mguni, ... arXiv e-prints, arXiv: 2103.07780, 2021 | | 2021 |
| Learning to Model Opponent Learning (Student Abstract) I Davies, Z Tian, J Wang Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13771 …, 2020 | | 2020 |
| Joint Perception and Control as Inference with an Object-based Implementation M Li, Z Tian, P Nashikkar, I Davies, Y Wen, J Wang arXiv preprint arXiv:1903.01385, 2019 | | 2019 |
