Rinu Boney - RankMe

23 papers A* 3B 2Misc 1Journal 13Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Understanding Alignment in Multimodal LLMs: A Comprehensive Study. CoRR Elmira Amirloo, Jean-Philippe Fauconnier, Christoph Roesmann, Christian Kerl, Rinu Boney, Yusu Qian, Zirui Wang, Afshin Dehghan, Yinfei Yang, Zhe Gan, Peter Grasch
2023	A*	`conf`	SACPlanner: Real-World Collision Avoidance with a Soft Actor Critic Local Planner and Polar State Representations. ICRA Khaled Nakhleh, Minahil Raza, Mack Tang, Matthew Andrews, Rinu Boney, Ilija Hadzic, Jeongran Lee, Atefeh Mohajeri, Karina Palyutina
2023	J	`jnl`	SACPlanner: Real-World Collision Avoidance with a Soft Actor Critic Local Planner and Polar State Representations. CoRR Khaled Nakhleh, Minahil Raza, Mack Tang, Matthew Andrews, Rinu Boney, Ilija Hadzic, Jeongran Lee, Atefeh Mohajeri, Karina Palyutina
2023	A*	`conf`	Simplified Temporal Consistency Reinforcement Learning. ICML Yi Zhao, Wenshuai Zhao, Rinu Boney, Juho Kannala, Joni Pajarinen
2023	J	`jnl`	Simplified Temporal Consistency Reinforcement Learning. CoRR Yi Zhao, Wenshuai Zhao, Rinu Boney, Juho Kannala, Joni Pajarinen
2022	B	`conf`	Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning. ESANN Yi Zhao, Rinu Boney, Alexander Ilin, Juho Kannala, Joni Pajarinen
2022	J	`jnl`	Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning. CoRR Yi Zhao, Rinu Boney, Alexander Ilin, Juho Kannala, Joni Pajarinen
2022	J	`jnl`	Learning to Play Imperfect-Information Games by Imitating an Oracle Planner. IEEE Trans. Games Rinu Boney, Alexander Ilin, Juho Kannala, Jarno Seppänen
2022	—	`—`	Sample-Efficient Methods for Real-World Deep Reinforcement Learning. Rinu Boney
2021	J	`jnl`	End-to-End Learning of Keypoint Representations for Continuous Control from Images. CoRR Rinu Boney, Alexander Ilin, Juho Kannala
2021	—	`conf`	Learning to Drive (L2D) as a Low-Cost Benchmark for Real-World Reinforcement Learning. ICAR Ari Viitala, Rinu Boney, Yi Zhao, Alexander Ilin, Juho Kannala
2020	J	`jnl`	Learning to Drive Small Scale Cars from Scratch. CoRR Ari Viitala, Rinu Boney, Juho Kannala
2020	J	`jnl`	Learning to Play Imperfect-Information Games by Imitating an Oracle Planner. CoRR Rinu Boney, Alexander Ilin, Juho Kannala, Jarno Seppänen
2020	J	`jnl`	RealAnt: An Open-Source Low-Cost Quadruped for Research in Real-World Reinforcement Learning. CoRR Rinu Boney, Jussi Sainio, Mikko Kaivola, Arno Solin, Juho Kannala
2019	B	`conf`	Active one-shot learning with Prototypical Networks. ESANN Rinu Boney, Alexander Ilin
2019	Misc	`conf`	Regularizing Model-Based Planning with Energy-Based Models. CoRL Rinu Boney, Juho Kannala, Alexander Ilin
2019	J	`jnl`	Regularizing Model-Based Planning with Energy-Based Models. CoRR Rinu Boney, Juho Kannala, Alexander Ilin
2019	A*	`conf`	Regularizing Trajectory Optimization with Denoising Autoencoders. NeurIPS Rinu Boney, Norman Di Palo, Mathias Berglund, Alexander Ilin, Juho Kannala, Antti Rasmus, Harri Valpola
2019	J	`jnl`	Regularizing Trajectory Optimization with Denoising Autoencoders. CoRR Rinu Boney, Norman Di Palo, Mathias Berglund, Alexander Ilin, Juho Kannala, Antti Rasmus, Harri Valpola
2018	—	`conf`	Semi-Supervised Few-Shot Learning with MAML. ICLR (Workshop) Rinu Boney, Alexander Ilin
2017	—	`conf`	Recurrent Ladder Networks. NIPS Isabeau Prémont-Schwarz, Alexander Ilin, Tele Hao, Antti Rasmus, Rinu Boney, Harri Valpola
2017	J	`jnl`	Recurrent Ladder Networks. CoRR Alexander Ilin, Isabeau Prémont-Schwarz, Tele Hotloo Hao, Antti Rasmus, Rinu Boney, Harri Valpola
2017	J	`jnl`	Semi-Supervised Few-Shot Learning with Prototypical Networks. CoRR Rinu Boney, Alexander Ilin