Eivind Bøhn

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Mining Concept Drifting Data Streams

Function Approximation

Model Predictive Control

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Eng. Appl. Artif. Intell.

Publications

Pål V. Johnsen, Eivind Bøhn, Sølve Eidnes, Filippo Remonato, Signe Riemer-Sørensen
Recency-Weighted Temporally-Segmented Ensemble for Time-Series Modeling. CoRR (2024)
Eivind Bøhn, Erlend M. Coates, Dirk Reinhardt, Tor Arne Johansen
Data-Efficient Deep Reinforcement Learning for Attitude Control of Fixed-Wing UAVs: Field Experiments. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Eivind Bøhn, Sebastien Gros, Signe Moe, Tor Arne Johansen
Optimization of the model predictive control meta-parameters through reinforcement learning. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Sølve Eidnes, Alexander J. Stasik, Camilla Sterud, Eivind Bøhn, Signe Riemer-Sørensen
Port-Hamiltonian Neural Networks with State Dependent Ports. CoRR (2022)
Eivind Bøhn, Signe Moe, Tor Arne Johansen
On the Effects of Properties of the Minibatch in Reinforcement Learning. INTAP (2021)
Eivind Bøhn, Sebastien Gros, Signe Moe, Tor Arne Johansen
Optimization of the Model Predictive Control Meta-Parameters Through Reinforcement Learning. CoRR (2021)
Eivind Bøhn, Erlend M. Coates, Dirk Reinhardt, Tor Arne Johansen
Data-Efficient Deep Reinforcement Learning for Attitude Control of Fixed-Wing UAVs: Field Experiments. CoRR (2021)
Eivind Bøhn, Sebastien Gros, Signe Moe, Tor Arne Johansen
Reinforcement Learning of the Prediction Horizon in Model Predictive Control. CoRR (2021)
Eivind Bøhn, Sebastien Gros, Signe Moe, Tor Arne Johansen
Optimization of the Model Predictive Control Update Interval Using Reinforcement Learning. CoRR (2020)
Eivind Bøhn, Erlend M. Coates, Signe Moe, Tor Arne Johansen
Deep Reinforcement Learning Attitude Control of Fixed-Wing UAVs Using Proximal Policy Optimization. CoRR (2019)
Eivind Bøhn, Signe Moe, Tor Arne Johansen
Accelerating Reinforcement Learning with Suboptimal Guidance. CoRR (2019)