Jalaj Bhandari
5 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
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Research topics
Keywords
markov decision process
(2)
reinforcement learning
(2)
policy optimization
(1)
policy gradient
(1)
belief propagation
(1)
convergence analysis
(1)
policy learning
(1)
ising model
(1)
markov chain monte carlo
(1)
value function
(1)
policy iteration
(1)
gradient-based method
(1)
linear function approximation
(1)
partial observability
(1)
auxiliary variable
(1)
finite-time analysis
(1)
linear convergence
(1)
multi-objective optimization
(1)
theoretical guarantee
(1)
scalable algorithm
(1)
Papers
Aligned Multi Objective Optimization
ICML 2025
Pearl: A Production-Ready Reinforcement Learning Agent
JMLR 2024
On the Linear Convergence of Policy Gradient Methods for Finite MDPs
AISTATS 2021
A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation
COLT 2018
Annular Augmentation Sampling
AISTATS 2017