Ankesh Anand
6 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (5) π£ Hot Topic Early Bird π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
Conferences
NIPS (3)
ICLR (2)
ICML (1)
Top co-authors
Keywords
unsupervised learning
(2)
representation learning
(2)
reinforcement learning
(1)
few-shot learning
(1)
transfer learning
(1)
feature extraction
(1)
model-based learning
(1)
in-context learning
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
mutual information
(1)
state representation
(1)
next-token prediction
(1)
dynamics model
(1)
intrinsic exploration
(1)
data-efficient reinforcement learning
(1)
large language model
(1)
environment model
(1)
unsupervised goal-conditioned rl
(1)
latent dynamics modelling
(1)
Papers
Many-Shot In-Context Learning
NIPS 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
Pretraining Representations for Data-Efficient Reinforcement Learning
NIPS 2021
Data-Efficient Reinforcement Learning with Self-Predictive Representations
ICLR 2021
Unsupervised State Representation Learning in Atari
NIPS 2019