Tianwei Ni
7 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (5)
π
Cross-Pollinator
(13)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(17)
β
The Questioner
(2)
Conferences
ICML (2)
CORL (1)
CVPR (1)
ICLR (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
sample efficiency
(2)
transformer architecture
(1)
reinforcement learning
(1)
imitation learning
(1)
policy learning
(1)
inverse reinforcement learning
(1)
partially observable markov decision process
(1)
boundary detection
(1)
reward function
(1)
collision avoidance
(1)
recurrent neural network
(1)
3d segmentation
(1)
model-free reinforcement learning
(1)
credit assignment
(1)
3d medical image segmentation
(1)
auxiliary task
(1)
long-term dependency
(1)
recurrent model-free reinforcement learning
(1)
memory-based architecture
(1)
asymptotic performance
(1)
Papers
Bridging State and History Representations: Understanding Self-Predictive RL
ICLR 2024
Do Transformer World Models Give Better Policy Gradients?
ICML 2024
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment
NIPS 2023
Towards Disturbance-Free Visual Mobile Manipulation
WACV 2023
Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs
ICML 2022
f-IRL: Inverse Reinforcement Learning via State Marginal Matching
CORL 2020
Elastic Boundary Projection for 3D Medical Image Segmentation
CVPR 2019