Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs T Ni, B Eysenbach, R Salakhutdinov International Conference on Machine Learning (ICML), 2022 | 103* | 2022 |
f-IRL: Inverse Reinforcement Learning via State Marginal Matching T Ni*, H Sikchi*, Y Wang*, T Gupta*, L Lee°, B Eysenbach° Conference on Robot Learning (CoRL), 2020 | 70 | 2020 |
Elastic Boundary Projection for 3D Medical Image Segmentation T Ni, L Xie, H Zheng, EK Fishman, AL Yuille IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 | 41 | 2019 |
Meta-SAC: Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient Y Wang*, T Ni* ICML AutoML Workshop, 2020 | 25 | 2020 |
Individualized mutual adaptation in human-agent teams H Li, T Ni, S Agrawal, F Jia, S Raja, Y Gui, D Hughes, M Lewis, K Sycara IEEE Transactions on Human-Machine Systems 51 (6), 706-714, 2021 | 18 | 2021 |
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment T Ni, M Ma, B Eysenbach, PL Bacon Conference on Neural Information Processing Systems (NeurIPS), 2023 | 13 | 2023 |
Phase Collaborative Network for Two-Phase Medical Image Segmentation H Zheng, L Xie, T Ni, Y Zhang, YF Wang, Q Tian, EK Fishman, AL Yuille arXiv preprint arXiv:1811.11814, 2018 | 8 | 2018 |
Towards disturbance-free visual mobile manipulation T Ni, K Ehsani, L Weihs°, J Salvador° Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 7 | 2023 |
Continuous control on time T Ni, E Jang ICLR 2022 Workshop on Generalizable Policy Learning in Physical World, 2022 | 7 | 2022 |
Bridging State and History Representations: Understanding Self-Predictive RL T Ni, B Eysenbach, E Seyedsalehi, M Ma, C Gehring, A Mahajan, ... International Conference on Learning Representations (ICLR), 2024 | 4 | 2024 |
Team Synchronization and Individual Contributions in Coop-Space Fortress H Li, T Ni, S Agrawal, D Hughes, K Sycara Proceedings of the Human Factors and Ergonomics Society Annual Meeting (HFES …, 2020 | 4 | 2020 |
Do Transformer World Models Give Better Policy Gradients? M Ma*, T Ni, C Gehring, P D'Oro*, PL Bacon International Conference on Machine Learning (ICML), 2024 | | 2024 |