| Cleanrl: High-quality single-file implementations of deep reinforcement learning algorithms S Huang, RFJ Dossa, C Ye, J Braga, D Chakraborty, K Mehta, ... Journal of Machine Learning Research 23 (274), 1-18, 2022 | 179 | 2022 |
| The multi-agent behavior dataset: Mouse dyadic social interactions JJ Sun, T Karigo, D Chakraborty, SP Mohanty, B Wild, Q Sun, C Chen, ... Advances in neural information processing systems 2021 (DB1), 1, 2021 | 45 | 2021 |
| Measuring sample efficiency and generalization in reinforcement learning benchmarks: Neurips 2020 procgen benchmark S Mohanty, J Poonganam, A Gaidon, A Kolobov, B Wulfe, D Chakraborty, ... arXiv preprint arXiv:2103.15332, 2021 | 22 | 2021 |
| Insights from the neurips 2021 nethack challenge E Hambro, S Mohanty, D Babaev, M Byeon, D Chakraborty, ... NeurIPS 2021 Competitions and Demonstrations Track, 41-52, 2022 | 18 | 2022 |
| The Sound Demixing Challenge 2023$\unicode {x2013} $ Music Demixing Track G Fabbro, S Uhlich, CH Lai, W Choi, M Martínez-Ramírez, W Liao, ... arXiv preprint arXiv:2308.06979, 2023 | 9 | 2023 |
| MABe22: A multi-species multi-task benchmark for learned representations of behavior JJ Sun, M Marks, AW Ulmer, D Chakraborty, B Geuther, E Hayes, H Jia, ... International Conference on Machine Learning, 32936-32990, 2023 | 5 | 2023 |
| The MABe22 benchmarks for representation learning of multi-agent behavior JJ Sun, A Ulmer, D Chakraborty, B Geuther, E Hayes, H Jia, V Kumar, ... Preprint (https://arxiv. org/abs/2207.10553), 2022 | 5 | 2022 |
| The Sound Demixing Challenge 2023-Cinematic Demixing Track. S Uhlich, G Fabbro, M Hirano, S Takahashi, G Wichern, J Le Roux, ... Trans. Int. Soc. Music. Inf. Retr. 7 (1), 44-62, 2024 | 3 | 2024 |
| The CityLearn Challenge 2022: Overview, Results, and Lessons Learned K Nweye, Z Nagy, S Mohanty, D Chakraborty, S Sankaranarayanan, ... NeurIPS 2022 Competition Track, 85-103, 2022 | 3 | 2022 |
| IceCube–Neutrinos in Deep Ice: The top 3 solutions from the public Kaggle competition H Bukhari, D Chakraborty, P Eller, T Ito, MV Shugaev, R Ørsøe The European Physical Journal C 84 (6), 646, 2024 | 2 | 2024 |
| Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning S Huang, Q Gallouédec, F Felten, A Raffin, RFJ Dossa, Y Zhao, ... arXiv preprint arXiv:2402.03046, 2024 | 1 | 2024 |
| Hardware Acceleration of Computer Vision and Deep Learning Algorithms on the Edge using OpenCL B Mishra, D Chakraborty, S Makkadayil, SD Patil, B Nallani EAI Endorsed Transactions on Cloud Systems 5 (16), e6-e6, 2019 | | 2019 |
| The NeurIPS 2023 Neural MMO Challenge D Bloomin, COMKW Choe, HX Li, AC UK, RS Shuman, H Bradley, ... | | |
