Tianwei Ni | DeepAI

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Featured Co-authors

Qi Tian
238 publications
Ruslan Salakhutdinov
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123 publications
Lingxi Xie
105 publications
Alan L. Yuille
59 publications
Katia Sycara
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Yufei Wang
56 publications
Benjamin Eysenbach
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Pierre-Luc Bacon
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Luca Weihs
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Huangjie Zheng
22 publications

∙ 07/07/2023

When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment

Reinforcement learning (RL) algorithms face two distinct challenges: lea...

0 Tianwei Ni, et al. ∙

∙ 12/17/2021

Towards Disturbance-Free Visual Mobile Manipulation

Embodied AI has shown promising results on an abundance of robotic tasks...

17 Tianwei Ni, et al. ∙

∙ 10/11/2021

Recurrent Model-Free RL is a Strong Baseline for Many POMDPs

Many problems in RL, such as meta RL, robust RL, and generalization in R...

0 Tianwei Ni, et al. ∙

∙ 03/07/2021

Adaptive Agent Architecture for Real-time Human-Agent Teaming

Teamwork is a set of interrelated reasoning, actions and behaviors of te...

12 Tianwei Ni, et al. ∙

∙ 11/09/2020

f-IRL: Inverse Reinforcement Learning via State Marginal Matching

Imitation learning is well-suited for robotic tasks where it is difficul...

0 Tianwei Ni, et al. ∙

∙ 07/03/2020

Meta-SAC: Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient

Exploration-exploitation dilemma has long been a crucial issue in reinfo...

9 Yufei Wang, et al. ∙

∙ 12/03/2018

Elastic Boundary Projection for 3D Medical Imaging Segmentation

We focus on an important yet challenging problem: using a 2D deep networ...

0 Tianwei Ni, et al. ∙

∙ 11/28/2018

Phase Collaborative Network for Multi-Phase Medical Imaging Segmentation

Integrating multi-phase information is an effective way of boosting visu...

6 Huangjie Zheng, et al. ∙

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