Search Results for author: Sven Mika

Found 2 papers, 2 papers with code

RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem

1 code implementation • NeurIPS 2021 • Eric Liang, Zhanghao Wu, Michael Luo, Sven Mika, Joseph E. Gonzalez, Ion Stoica

Researchers and practitioners in the field of reinforcement learning (RL) frequently leverage parallel computation, which has led to a plethora of new algorithms and systems in the last few years.

reinforcement-learning Reinforcement Learning (RL)

30,970

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Code

RLgraph: Modular Computation Graphs for Deep Reinforcement Learning

1 code implementation • 21 Oct 2018 • Michael Schaarschmidt, Sven Mika, Kai Fricke, Eiko Yoneki

Reinforcement learning (RL) tasks are challenging to implement, execute and test due to algorithmic instability, hyper-parameter sensitivity, and heterogeneous distributed communication patterns.

reinforcement-learning Reinforcement Learning (RL)

315

Paper
Code

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