162 citations · 770 across the 73 of their papers we have counts for
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A Generalized Performance Evaluation Framework for Parallel Systems with Output Synchronization
Wasiur R. KhudaBukhsh, Sounak Kar, Amr Rizk +1
Frameworks, such as MapReduce and Hadoop are abundant nowadays. They seek to reap benefits of parallelization, albeit subject to a synchronization constraint at the output. Fork-Jo…
Optimizing Stochastic Scheduling in Fork-Join Queueing Models: Bounds and Applications
Wasiur R. KhudaBukhsh, Amr Rizk, Alexander Frömmgen +1
Fork-Join (FJ) queueing models capture the dynamics of system parallelization under synchronization constraints, for example, for applications such as MapReduce, multipath transmis…
A Bayesian Approach to Policy Recognition and State Representation Learning
Adrian Šošić, Abdelhak M. Zoubir, Heinz Koeppl
Learning from demonstration (LfD) is the process of building behavioral models of a task from demonstrations provided by an expert. These models can be used e.g. for system control…
Inverse Reinforcement Learning in Swarm Systems
Adrian Šošić, Wasiur R. KhudaBukhsh, Abdelhak M. Zoubir +1
Inverse reinforcement learning (IRL) has become a useful tool for learning behavioral models from demonstration data. However, IRL remains mostly unexplored for multi-agent systems…