Zbigniew Kalbarczyk
5 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Reinforcement Learning
(3)
Core AI
(3)
Methods · Reinforcement Learning
(3)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types
(1)
Methods · Data Science & Analytics
(1)
Systems
(1)
Keywords
multi-agent reinforcement learning
(3)
coarse correlated equilibrium
(2)
markov game
(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)
torus network
(1)
performance analysis
(1)
datacenter interconnect
(1)
credit-based interconnect
(1)
network characterization
(1)
Papers
Õ(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
NeurIPS 2023
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
NeurIPS 2022
Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters
ICML 2020
Measuring Congestion in High-Performance Datacenter Interconnects
NSDI 2020