About
Discord Stateoftheart AI
GitHub

Publications

29

Cited by

125

Shagun Sodhani

machine learningreinforcement learninglifelong learning
Université de Montréal

Canada

Papers and Citations

1 - 50
Toward trustworthy AI development: mechanisms for supporting verifiable claims
2020
Elizabeth Seger
Rebecca Kagan
Markus Anderljung
+56
Cited by 54
Recurrent independent mechanisms
2019
Shagun Sodhani
Alex Lamb
Yoshua Bengio
+4
Cited by 53
Toward training recurrent neural networks for lifelong learning
2020
Yoshua Bengio
Sarath Chandar
Shagun Sodhani
Cited by 31
Clutrr: A diagnostic benchmark for inductive reasoning from text
2019
Shagun Sodhani
Jin Dong
Koustuv Sinha
+3
Cited by 27
On training recurrent neural networks for lifelong learning
2018
Shagun Sodhani
Yoshua Bengio
Sarath Chandar
Cited by 21
Invariant causal prediction for block mdps
2020
Doina Precup
Amy Zhang
Angelos Filos
+5
Cited by 16
Conversational agent for search
2018
M Aggarwal
A Arora
Balaji Krishnamurthy
+1
Cited by 12
Survey of recent advances in visual question answering
2017
S Pandhre
Shagun Sodhani
Cited by 9
Reinforcement learning with competitive ensembles of information-constrained primitives
2019
Anirudh Goyal
Xue Bin Peng
Jonathan Binas
+3
Cited by 7
Identifying significant anomalous segments of a metrics dataset
2018
K Malik
SS Sheth
H Rathi
+4
Cited by 6
Evaluating logical generalization in graph neural networks
2020
William L Hamilton
Koustuv Sinha
Joelle Pineau
+1
Cited by 5
Improving search through A3C reinforcement learning based conversational agent
2018
Milan Aggarwal
Aarushi Arora
A Arora
+3
Cited by 4
Learning powerful policies by using consistent dynamics model
2019
Jian Tang
J Tang
Anirudh Goyal
+4
Cited by 4
Environments for lifelong reinforcement learning
2018
Shagun Sodhani
Sarath Chandar
Khimya Khetarpal
+1
Cited by 3
IIRC: Incremental Implicitly-Refined Classification
2020
M Abdelsalam
Shagun Sodhani
Mojtaba Faramarzi
Cited by 2
Reinforcement Learning Based Conversational Search Assistant.
2017
A Arora
M Aggarwal
Balaji Krishnamurthy
+1
Cited by 1
Learning robust state abstractions for hidden-parameter block {mdp} s
2020
Amy Zhang
Shagun Sodhani
Khimya Khetarpal
Cited by 1
Caption Association Techniques
2019
K Garg
Shagun Sodhani
Balaji Krishnamurthy
Cited by 1
Digital image search based on arbitrary image features
2020
N Puri
Shagun Sodhani
Cited by 1
Attending Over Triads for Learning Signed Network Embedding
2019
M Qu
J Tang
Shagun Sodhani
Cited by 1
Multi-Task Reinforcement Learning as a Hidden-Parameter Block MDP
2020
Khimya Khetarpal
Shagun Sodhani
Amy Zhang
+1
Cited by 1
Spatial Co-location Pattern Mining-A new perspective using Graph Database
2018
Dhaval Patel
Sanket Vaibhav Mehta
Shagun Sodhani
Cited by 1
A Closer Look at Codistillation for Distributed Training
2020
Shagun Sodhani
Mahmoud (Mido) Assran
Koustuv Sinha
+1
Cited by
利用信息约束基元的竞争集合强化学习
XB Peng
S Levine
Anirudh Goyal
+2
Cited by
利用信息約束基元的競爭集合強化學習
S Levine
Shagun Sodhani
Jonathan Binas
+2
Cited by
Multi-Task Reinforcement Learning with Context-based Representations
2021
Joelle Pineau
Shagun Sodhani
Amy Zhang
Cited by
Recommendations based on feature usage in applications
2020
N Puri
Shagun Sodhani
Cited by
Learning competitive ensemble of information-constrained primitives
2019
Shagun Sodhani
Cited by
Stack Exchange Tagger
2015
S Mehta
Shagun Sodhani
Cited by
Memory Augmented Self-Play
2018
Vardaan Pahuja
Shagun Sodhani
Cited by
Reproducibility Report for" Learning To Count Objects In Natural Images For Visual Question Answering"
2018
Vardaan Pahuja
Shagun Sodhani
Cited by
Learning powerful policies and better dynamics models by encouraging consistency
2018
T Deleu
J Tang
Anirudh Goyal
+2
Cited by
Ideas for Improving the Field of Machine Learning: Summarizing Discussion from the NeurIPS 2019 Retrospectives Workshop
2020
Carl Shneider
Joel Lehman
Lauren Baker
+5
Cited by
Compositional Language Understanding with Text-based Relational Reasoning
2018
Koustuv Sinha
Joelle Pineau
William L Hamilton
+1
Cited by