Lenart Treven
- Gemma 4 Technical Report
2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
#cs.CL #cs.AI
- Transductive Active Learning: Theory and Applications
2024/02/13 by Jonas Hübotter, Bhavya Sukhija, Hübotter, Jonas +7 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Optimistic Active Exploration of Dynamical Systems
2023/06/21 by Bhavya Sukhija, Sukhija, Bhavya, Lenart Treven +9 · 6 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Machine Learning and Algorithms #Advanced Bandit Algorithms Research
- Efficient Exploration in Continuous-time Model-based Reinforcement Learning
2023/10/30 by Lenart Treven, Treven, Lenart, Jonas Hübotter +7 · 7 citations
Computer Science · Psychology · Medicine · #Gaussian Processes and Bayesian Inference #Mental Health Research Topics #Heart Rate Variability and Autonomic Control
- Bridging the Sim-to-Real Gap with Bayesian Inference
2024/03/25 by Jonas Rothfuss, Rothfuss, Jonas, Bhavya Sukhija +9 · 5 citations
Decision Sciences · #Scientific Computing and Data Management #Simulation Techniques and Applications
- ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning
2024/10/12 by Yarden As, As, Yarden, Bhavya Sukhija +9 · 5 citations
Engineering · Computer Science · #Reservoir Engineering and Simulation Methods #Distributed systems and fault tolerance #AI-based Problem Solving and Planning
- When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL
2024/06/03 by Lenart Treven, Bhavya Sukhija, Treven, Lenart +7 · 4 citations
Engineering · #Advanced Adaptive Filtering Techniques #Control Systems and Identification #Advanced Control Systems Optimization
- Active Few-Shot Fine-Tuning
2024/02/13 by Jonas Hübotter, Hübotter, Jonas, Bhavya Sukhija +7 · 1 citation
Physics and Astronomy · Engineering · #Advanced Optical Sensing Technologies #Integrated Circuits and Semiconductor Failure Analysis