Vanshaj Khattar
4 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Core AI
(2)
Methods
(2)
Optimization
(2)
Deep Learning
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
reinforcement learning
(1)
convex optimization
(1)
in-context learning
(1)
universal approximation
(1)
off-policy learning
(1)
empirical risk
(1)
constrained markov decision process
(1)
safe reinforcement learning
(1)
regret bound
(1)
adaptive optimization
(1)
algorithmic reasoning
(1)
meta-reinforcement learning
(1)
evolutionary algorithm
(1)
covering number
(1)
energy management
(1)
large language model
(1)
power system
(1)
regression error
(1)
trajectory-based guidance
(1)
solution function
(1)
Papers
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
ICML 2024
A CMDP-within-online framework for Meta-Safe Reinforcement Learning
ICLR 2023
On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds
AAAI 2023
Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance
AAAI 2023