Tianwei Ni

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Reinforcement Learning

Convolutional Neural Networks

Credit Assignment

Top Venues

Publications

Michel Ma, Tianwei Ni, Clement Gehring, Pierluca D'Oro, Pierre-Luc Bacon
Do Transformer World Models Give Better Policy Gradients? CoRR (2024)
Pingcheng Dong, Yonghao Tan, Dong Zhang, Tianwei Ni, Xuejiao Liu, Yu Liu, Peng Luo, Luhong Liang, Shih-Yang Liu, Xijie Huang, Huaiyu Zhu, Yun Pan, Fengwei An, Kwang-Ting Cheng
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers. CoRR (2024)
Tianwei Ni, Benjamin Eysenbach, Erfan Seyedsalehi, Michel Ma, Clement Gehring, Aditya Mahajan, Pierre-Luc Bacon
Bridging State and History Representations: Understanding Self-Predictive RL. ICLR (2024)
Tianwei Ni, Benjamin Eysenbach, Erfan Seyedsalehi, Michel Ma, Clement Gehring, Aditya Mahajan, Pierre-Luc Bacon
Bridging State and History Representations: Understanding Self-Predictive RL. CoRR (2024)
Tianwei Ni, Michel Ma, Benjamin Eysenbach, Pierre-Luc Bacon
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment. CoRR (2023)
Tianwei Ni, Michel Ma, Benjamin Eysenbach, Pierre-Luc Bacon
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment. NeurIPS (2023)
Tianwei Ni, Kiana Ehsani, Luca Weihs, Jordi Salvador
Towards Disturbance-Free Visual Mobile Manipulation. WACV (2023)
Tianwei Ni, Benjamin Eysenbach, Ruslan Salakhutdinov
Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs. ICML (2022)
Tianwei Ni, Huao Li, Siddharth Agrawal, Suhas Raja, Fan Jia, Yikang Gui, Dana Hughes, Michael Lewis, Katia P. Sycara
Adaptive Agent Architecture for Real-time Human-Agent Teaming. CoRR (2021)
Tianwei Ni, Kiana Ehsani, Luca Weihs, Jordi Salvador
Towards Disturbance-Free Visual Mobile Manipulation. CoRR (2021)
Tianwei Ni, Benjamin Eysenbach, Ruslan Salakhutdinov
Recurrent Model-Free RL is a Strong Baseline for Many POMDPs. CoRR (2021)
Huao Li, Tianwei Ni, Siddharth Agrawal, Fan Jia, Suhas Raja, Yikang Gui, Dana Hughes, Michael Lewis, Katia P. Sycara
Individualized Mutual Adaptation in Human-Agent Teams. IEEE Trans. Hum. Mach. Syst. 51 (6) (2021)
Yufei Wang, Tianwei Ni
Meta-SAC: Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient. CoRR (2020)
Tianwei Ni, Harshit S. Sikchi, Yufei Wang, Tejus Gupta, Lisa Lee, Benjamin Eysenbach
f-IRL: Inverse Reinforcement Learning via State Marginal Matching. CoRR (2020)
Jintao Wang, Ping Ji, Wen Xiao, Tianwei Ni, Wei Sun, Sheng Zeng
Lightweight Convolutional Neural Networks for Vehicle Target Recognition. ICITE (2020)
Tianwei Ni, Harshit S. Sikchi, Yufei Wang, Tejus Gupta, Lisa Lee, Ben Eysenbach
f-IRL: Inverse Reinforcement Learning via State Marginal Matching. CoRL (2020)
Tianwei Ni, Lingxi Xie, Huangjie Zheng, Elliot K. Fishman, Alan L. Yuille
Elastic Boundary Projection for 3D Medical Image Segmentation. CVPR (2019)
Tianwei Ni, Lingxi Xie, Huangjie Zheng, Elliot K. Fishman, Alan L. Yuille
Elastic Boundary Projection for 3D Medical Imaging Segmentation. CoRR (2018)
Huangjie Zheng, Lingxi Xie, Tianwei Ni, Ya Zhang, Yan-Feng Wang, Qi Tian, Elliot K. Fishman, Alan L. Yuille
Phase Collaborative Network for Multi-Phase Medical Imaging Segmentation. CoRR (2018)