Ishaan Grover
5 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Diamond πΊοΈ Taxonomy Completionist (14) π Conference Polyglot Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(5)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(2)
Interdisciplinary
(2)
Reinforcement Learning
(2)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Methods
(2)
Computer Vision
(1)
Robotics
(1)
Analysis
(1)
Application Areas
(1)
Capabilities
(1)
Core Methods
(1)
Education
(1)
Keywords
reinforcement learning
(2)
domain generalization
(1)
policy learning
(1)
human-robot interaction
(1)
affective computing
(1)
markov decision process
(1)
language acquisition
(1)
distribution shift
(1)
markov random field
(1)
probabilistic model
(1)
noise injection
(1)
transition dynamics
(1)
personalized education
(1)
transition function
(1)
dialogue system
(1)
intelligent tutoring system
(1)
open-domain dialogue
(1)
autonomous robot
(1)
semantic relationship
(1)
social robot
(1)
Papers
The Indoor-Training Effect: Unexpected Gains from Distribution Shifts in the Transition Function
AAAI 2025
MRF-Chat: Improving Dialogue with Markov Random Fields
EMNLP 2021
A Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education
AAAI 2019
A Semantics-based Model for Predicting Children's Vocabulary
IJCAI 2019
Policy Shaping with Human Teachers
IJCAI 2015