Lenart Treven

According to our database1, Lenart Treven authored at least 9 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Bridging the Sim-to-Real Gap with Bayesian Inference.
CoRR, 2024

Information-based Transductive Active Learning.
CoRR, 2024

Active Few-Shot Fine-Tuning.
CoRR, 2024

2023
Efficient Exploration in Continuous-time Model-based Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Optimistic Active Exploration of Dynamical Systems.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021
Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning Stabilizing Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory.
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

2020
Iterative Correction of Sensor Degradation and a Bayesian Multi-Sensor Data Fusion Method.
CoRR, 2020

Learning Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory.
CoRR, 2020


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