Local Deep Kernel Learning for Efficient Non-linear SVM Prediction

Manik Varma , Cijo Jose , Prasoon Goyal , Parv Aggrwal
international conference on machine learning 486 -494

130
2013
New Rules for Domain Independent Lifted MAP Inference

Parag Singla , Vibhav G Gogate , Happy Mittal , Prasoon Goyal
neural information processing systems 27 649 -657

11
2014
End to End Learning for Self-Driving Cars

Beat Flepp , Lawrence D. Jackel , Davide Del Testa , Karol Zieba
arXiv: Computer Vision and Pattern Recognition

4,003
2016
Using Natural Language for Reward Shaping in Reinforcement Learning

Scott Niekum , Raymond J. Mooney , Prasoon Goyal
arXiv: Learning

93
2019
PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards

Scott Niekum , Raymond J. Mooney , Prasoon Goyal
arXiv: Learning

19
2020
Transliterated Mobile Keyboard Input via Weighted Finite-State Transducers

Lars Hellsten , Brian Roark , Prasoon Goyal , Cyril Allauzen
finite state methods and natural language processing 10 -19

19
2017
Nonparametric Variational Auto-Encoders for Hierarchical Representation Learning

Prasoon Goyal , Zhiting Hu , Xiaodan Liang , Chenyu Wang
2017 IEEE International Conference on Computer Vision (ICCV) 5104 -5112

106
2017
Ch-marl: A multimodal benchmark for cooperative, heterogeneous multi-agent reinforcement learning

Vasu Sharma , Prasoon Goyal , Kaixiang Lin , Govind Thattai
arXiv preprint arXiv:2208.13626

1
2022
Advancing open domain dialog: The fifth alexa prize socialbot grand challenge

Michael Johnston , Cris Flagg , Anna Gottardi , Sattvik Sahai

8
2023
Alexa, play with robot: Introducing the first alexa prize simbot challenge on embodied ai

Hangjie Shi , Leslie Ball , Govind Thattai , Desheng Zhang
arXiv preprint arXiv:2308.05221

3
2023
Kernel extraction via voted risk minimization

Corinna Cortes , Prasoon Goyal , Vitaly Kuznetsov , Mehryar Mohri
Feature Extraction: Modern Questions and Challenges 72 -89

5
2015
Voted Kernel Regularization

Corinna Cortes , Prasoon Goyal , Vitaly Kuznetsov , Mehryar Mohri
arXiv preprint arXiv:1509.04340

2015
MICo: Preventative detoxification of large language models through inhibition control

Roy Siegelmann , Ninareh Mehrabi , Palash Goyal , Prasoon Goyal

2024
Zero-shot task adaptation using natural language

Prasoon Goyal , Raymond J Mooney , Scott Niekum
arXiv preprint arXiv:2106.02972

17
2021
Language-guided task adaptation for imitation learning

Prasoon Goyal , Raymond J Mooney , Scott Niekum
arXiv preprint arXiv:2301.09770

2
2023
Advancing conversational task assistance: the second Alexa Prize TaskBot challenge

Eugene Agichtein , Michael Johnston , Anna Gottardi , Lavina Vaz

3
2023
S-EQA: Tackling Situational Queries in Embodied Question Answering

Vishnu Sashank Dorbala , Prasoon Goyal , Robinson Piramuthu , Michael Johnston
arXiv preprint arXiv:2405.04732

2024
" Don't forget to put the milk back!" Dataset for Enabling Embodied Agents to Detect Anomalous Situations

James F Mullen Jr , Prasoon Goyal , Robinson Piramuthu , Michael Johnston
arXiv preprint arXiv:2404.08827

2024