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Lenart Treven

Identifiers

  • name variant Lenart Treven 0.60 · backfill

Papers (12)

  1. Simulation Priors for Data-Efficient Deep Learning cs.LG · 2025 · author #1
  2. ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning cs.LG · 2024 · author #3
  3. NeoRL: Efficient Exploration for Nonepisodic RL cs.LG · 2024 · author #2
  4. When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL cs.LG · 2024 · author #1
  5. Bridging the Sim-to-Real Gap with Bayesian Inference cs.RO · 2024 · author #3
  6. Transductive Active Learning: Theory and Applications cs.LG · 2024 · author #3
  7. Active Few-Shot Fine-Tuning cs.LG · 2024 · author #3
  8. Efficient Exploration in Continuous-time Model-based Reinforcement Learning cs.LG · 2023 · author #1
  9. Optimistic Active Exploration of Dynamical Systems cs.LG · 2023 · author #2
  10. Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models cs.LG · 2021 · author #1
  11. Iterative Correction of Sensor Degradation and a Bayesian Multi-Sensor Data Fusion Method cs.LG · 2020 · author #3
  12. Learning Stabilizing Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory eess.SY · 2020 · author #1

Mentions

  • 2509.05732 #1 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2410.09486 #3 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2406.01175 #2 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2402.15898 #3 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2406.01163 #1 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2403.16644 #3 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2402.15441 #3 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2310.19848 #1 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2306.12371 #2 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2106.11609 #1 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2006.11022 #1 · arxiv_oai · confidence 0.70 Lenart Treven
  • 2009.03091 #3 · arxiv_oai · confidence 0.70 Lenart Treven

Frequent Coauthors