Raghu Rajan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Markov Decision Processes

Reinforcement Learning

Top Venues

J. Artif. Intell. Res.

Publications

Sai Prasanna, Karim Farid, Raghu Rajan, André Biedenkapp
Dreaming of Many Worlds: Learning Contextual World Models Aids Zero-Shot Generalization. CoRR (2024)
Raghu Rajan, Jessica Lizeth Borja Diaz, Suresh Guttikonda, Fabio Ferreira, André Biedenkapp, Jan Ole von Hartz, Frank Hutter
MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning. J. Artif. Intell. Res. 77 (2023)
Jack Parker-Holder, Raghu Rajan, Xingyou Song, André Biedenkapp, Yingjie Miao, Theresa Eimer, Baohe Zhang, Vu Nguyen, Roberto Calandra, Aleksandra Faust, Frank Hutter, Marius Lindauer
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems. CoRR (2022)
Iman Nematollahi, Erick Rosete-Beas, Seyed Mahdi B. Azad, Raghu Rajan, Frank Hutter, Wolfram Burgard
T3VIP: Transformation-based 3D Video Prediction. IROS (2022)
Jack Parker-Holder, Raghu Rajan, Xingyou Song, André Biedenkapp, Yingjie Miao, Theresa Eimer, Baohe Zhang, Vu Nguyen, Roberto Calandra, Aleksandra Faust, Frank Hutter, Marius Lindauer
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems. J. Artif. Intell. Res. 74 (2022)
Iman Nematollahi, Erick Rosete-Beas, Seyed Mahdi B. Azad, Raghu Rajan, Frank Hutter, Wolfram Burgard
T3VIP: Transformation-based 3D Video Prediction. CoRR (2022)
Baohe Zhang, Raghu Rajan, Luis Pineda, Nathan O. Lambert, André Biedenkapp, Kurtland Chua, Frank Hutter, Roberto Calandra
On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning. CoRR (2021)
André Biedenkapp, Raghu Rajan, Frank Hutter, Marius Lindauer
TempoRL: Learning When to Act. ICML (2021)
André Biedenkapp, Raghu Rajan, Frank Hutter, Marius Lindauer
TempoRL: Learning When to Act. CoRR (2021)
Baohe Zhang, Raghu Rajan, Luis Pineda, Nathan O. Lambert, André Biedenkapp, Kurtland Chua, Frank Hutter, Roberto Calandra
On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning. AISTATS (2021)
Raghu Rajan, Frank Hutter
!MDP Playground: Meta-Features in Reinforcement Learning. CoRR (2019)