Siva Theja Maguluri
8 papers
· 2020–2025
· 3 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(3)
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Academic Marathon
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ICML (3)
NIPS (3)
AISTATS (2)
Top co-authors
Keywords
temporal difference learning
(4)
finite-sample analysis
(3)
stochastic approximation
(2)
off-policy learning
(2)
policy evaluation
(2)
natural actor-critic
(1)
importance sampling
(1)
lyapunov function
(1)
finite sample analysis
(1)
optimality bounds
(1)
linear function approximation
(1)
communication efficiency
(1)
bellman operator
(1)
contraction mapping
(1)
finite-sample bound
(1)
markovian sampling
(1)
td learning
(1)
policy-based method
(1)
average-reward reinforcement learning
(1)
linear speedup
(1)