Ilin, Alexander

1. Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning
   2022/10/25 by Zhao, Yi, Boney, Rinu, Ilin, Alexander +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
2. Regularizing Model-Based Planning with Energy-Based Models
   2019/10/12 by Boney, Rinu, Kannala, Juho, Ilin, Alexander · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO)
3. Efficient Knowledge Injection in LLMs via Self-Distillation
   2024/12/19 by Kujanpää, Kalle, Marttinen, Pekka, Valpola, Harri +1 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Learning to Drive (L2D) as a Low-Cost Benchmark for Real-World Reinforcement Learning
   2020/08/03 by Viitala, Ari, Boney, Rinu, Zhao, Yi +2 · 1 citation
   #FOS: Computer and information sciences #Robotics (cs.RO)
5. ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis
   2024/02/05 by Bernard Spiegl, Andrea Perin, Spiegl, Bernard +5 · 1 citation
   Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Simulation and Modeling Applications
6. Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization
   2025/02/03 by Minttu Alakuijala, Ya Gao, Alakuijala, Minttu +11 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics