| Highly accurate machine fault diagnosis using deep transfer learning S Shao, S McAleer, R Yan, P Baldi IEEE Transactions on Industrial Informatics 15 (4), 2446-2455, 2018 | 723 | 2018 |
| Solving the Rubik’s cube with deep reinforcement learning and search F Agostinelli*, S McAleer*, A Shmakov*, P Baldi Nature Machine Intelligence 1 (8), 356-363, 2019 | 163 | 2019 |
| Solving the Rubik's Cube with Approximate Policy Iteration S McAleer*, F Agostinelli*, A Shmakov*, P Baldi International Conference on Learning Representations (ICLR), 2018 | 78* | 2018 |
| Pipeline PSRO: A scalable approach for finding approximate nash equilibria in large games S McAleer*, J Lanier*, R Fox, P Baldi 34th Conference on Neural Information Processing Systems (NeurIPS), 2020 | 48 | 2020 |
| Evolutionary reinforcement learning for sample-efficient multiagent coordination S Majumdar, S Khadka, S Miret, S McAleer, K Tumer International Conference on Machine Learning (ICML), 2020 | 39 | 2020 |
| Mastering the game of Stratego with model-free multiagent reinforcement learning J Perolat, B De Vylder, D Hennes, E Tarassov, F Strub, V de Boer, ... Science 378 (6623), 990-996, 2022 | 31 | 2022 |
| XDO: A double oracle algorithm for extensive-form games S McAleer, J Lanier, P Baldi, R Fox Advances in Neural Information Processing Systems (NeurIPS), 2021 | 29 | 2021 |
| Independent Natural Policy Gradient Always Converges in Markov Potential Games R Fox, S McAleer, W Overman, I Panageas AISTATS 2022, 2021 | 28 | 2021 |
| Neural auto-curricula in two-player zero-sum games X Feng, O Slumbers, Z Wan, B Liu, S McAleer, Y Wen, J Wang, Y Yang Advances in Neural Information Processing Systems (NeurIPS), 2021 | 27* | 2021 |
| Online Double Oracle LC Dinh, Y Yang, S McAleer, NP Nieves, O Slumbers, Z Tian, DH Mguni, ... Transactions on Machine Learning Research, 2021 | 25 | 2021 |
| White Paper: ARIANNA-200 high energy neutrino telescope A Anker, P Baldi, SW Barwick, D Bergman, H Bernhoff, DZ Besson, ... arXiv preprint arXiv:2004.09841, 2020 | 24 | 2020 |
| Deep-learning-based reconstruction of the neutrino direction and energy for in-ice radio detectors C Glaser, S McAleer, S Stjärnholm, P Baldi, SW Barwick Astroparticle Physics 145, 102781, 2023 | 20* | 2023 |
| Curiosity-Driven Multi-Criteria Hindsight Experience Replay J Lanier, S McAleer, P Baldi NeurIPS 2019 Deep RL Workshop, 2019 | 18 | 2019 |
| Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning Y Chen, Y Yang, T Wu, S Wang, X Feng, J Jiang, SM McAleer, H Dong, ... 36th Conference on Neural Information Processing Systems (NeurIPS 2022 …, 2022 | 17 | 2022 |
| Capabilities of ARIANNA: neutrino pointing resolution and implications for future ultra-high energy neutrino astronomy SW Barwick, G Gaswint, A Anker, P Baldi, J Beise, H Bernhoff, DZ Besson, ... | 16 | 2022 |
| Language Models can Solve Computer Tasks G Kim, P Baldi, S McAleer arXiv preprint arXiv:2303.17491, 2023 | 11 | 2023 |
| Anytime PSRO for Two-Player Zero-Sum Games S McAleer, K Wang, J Lanier, M Lanctot, P Baldi, T Sandholm, R Fox arXiv preprint arXiv:2201.07700, 2022 | 10* | 2022 |
| Measuring the polarization reconstruction resolution of the ARIANNA neutrino detector with cosmic rays A Anker, P Baldi, SW Barwick, J Beise, DZ Besson, S Bouma, M Cataldo, ... Journal of Cosmology and Astroparticle Physics 2022 (04), 022, 2022 | 9 | 2022 |
| Improving sensitivity of the ARIANNA detector by rejecting thermal noise with deep learning A Anker, P Baldi, SW Barwick, J Beise, DZ Besson, S Bouma, M Cataldo, ... Journal of Instrumentation 17 (03), P03007, 2022 | 8 | 2022 |
| A* search without expansions: Learning heuristic functions with deep Q-networks F Agostinelli, A Shmakov, S McAleer, R Fox, P Baldi arXiv preprint arXiv:2102.04518, 2021 | 8 | 2021 |
Pierre BaldiProfessor, University of California, IrvineVerified email at ics.uci.edu
