Kanishk Gandhi
5 papers · 2020–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
🔥
Unstoppable · Bronze
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Trend Setter
Venues
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(3)
Learning Types
(3)
Interdisciplinary
(2)
Natural Language Processing
(2)
Cognitive Science
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
benchmark evaluation
(1)
imitation learning
(1)
interactive learning
(1)
preference learning
(1)
self-supervised learning
(1)
text generation
(1)
language model alignment
(1)
human-robot interaction
(1)
mutual information
(1)
mutual exclusivity
(1)
robot manipulation
(1)
lifelong learning
(1)
preference modeling
(1)
inductive bia
(1)
language model
(1)
constitutional alignment
(1)
iterative fine-tuning
(1)
theory of mind
(1)
commonsense reasoning
(1)
dialogue system
(1)
Papers
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
NeurIPS 2024
Understanding Social Reasoning in Language Models with Language Models
NeurIPS 2023
Eliciting Compatible Demonstrations for Multi-Human Imitation Learning
CoRL 2022
Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others
NeurIPS 2021
Mutual exclusivity as a challenge for deep neural networks
NeurIPS 2020