Search Results for author: Merlijn Krale

Found 2 papers, 2 papers with code

Robust Active Measuring under Model Uncertainty

1 code implementation18 Dec 2023 Merlijn Krale, Thiago D. Simão, Jana Tumova, Nils Jansen

Partial observability and uncertainty are common problems in sequential decision-making that particularly impede the use of formal models such as Markov decision processes (MDPs).

Decision Making

Act-Then-Measure: Reinforcement Learning for Partially Observable Environments with Active Measuring

1 code implementation14 Mar 2023 Merlijn Krale, Thiago D. Simão, Nils Jansen

In these models, actions consist of two components: a control action that affects the environment, and a measurement action that affects what the agent can observe.

reinforcement-learning Reinforcement Learning (RL)

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