Ankesh Anand
6 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Learning Paradigms
(4)
Core AI
(3)
Core Methods
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
unsupervised learning
(2)
representation learning
(2)
reinforcement learning
(2)
few-shot learning
(1)
transfer learning
(1)
feature extraction
(1)
model-based learning
(1)
data augmentation
(1)
in-context learning
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
mutual information
(1)
state representation
(1)
model-based reinforcement learning
(1)
next-token prediction
(1)
world model
(1)
dynamics model
(1)
transition model
(1)
intrinsic exploration
(1)
self-supervised representation learning
(1)
Papers
Many-Shot In-Context Learning
NeurIPS 2024
Investigating the Role of Model-Based Learning in Exploration and Transfer
ICML 2023
Procedural generalization by planning with self-supervised world models
ICLR 2022
Data-Efficient Reinforcement Learning with Self-Predictive Representations
ICLR 2021
Pretraining Representations for Data-Efficient Reinforcement Learning
NeurIPS 2021
Unsupervised State Representation Learning in Atari
NeurIPS 2019