Search Results for author: Andreas Boltres

Found 2 papers, 1 papers with code

Learning Sub-Second Routing Optimization in Computer Networks requires Packet-Level Dynamics

no code implementations14 Oct 2024 Andreas Boltres, Niklas Freymuth, Patrick Jahnke, Holger Karl, Gerhard Neumann

To this end, we present $\textit{PackeRL}$, the first packet-level Reinforcement Learning environment for routing in generic network topologies.

MSPred: Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks

1 code implementation17 Mar 2022 Angel Villar-Corrales, Ani Karapetyan, Andreas Boltres, Sven Behnke

In our experiments, we demonstrate that MSPred accurately predicts future video frames as well as high-level representations (e. g. keypoints or semantics) on bin-picking and action recognition datasets, while consistently outperforming popular approaches for future frame prediction.

 Ranked #1 on Video Prediction on KTH (LPIPS metric)

Video Prediction

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