Zbigniew Kalbarczyk
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (14) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
NIPS (2)
ICML (1)
L4DC (1)
NSDI (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(3)
markov game
(2)
coarse correlated equilibrium
(2)
function approximation
(1)
policy learning
(1)
natural actor-critic
(1)
no-regret learning
(1)
congestion detection
(1)
serverless computing
(1)
network congestion
(1)
high-performance computing
(1)
scheduling algorithm
(1)
task similarity
(1)
mean-field game
(1)
heterogeneous cluster
(1)
high performance computing
(1)
torus network
(1)
performance analysis
(1)
optimistic follow the regularized leader
(1)
datacenter interconnect
(1)
Papers
$\widetilde{O}(T^{-1})$ Convergence to (coarse) correlated equilibria in full-information general-sum Markov games
L4DC 2024
Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity
NIPS 2023
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
NIPS 2022
Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters
ICML 2020
Measuring Congestion in High-Performance Datacenter Interconnects
NSDI 2020