RLC 2024 Conference Submissions

The Role of Inherent Bellman Error in Offline Reinforcement Learning with Linear Function Approximation
Noah Golowich, Ankur Moitra
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
Unifying Model-Based and Model-Free Reinforcement Learning with Equivalent Policy Sets
Benjamin Freed, Thomas Wei, Roberto Calandra, Jeff Schneider, Howie Choset
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
Towards Principled, Practical Policy Gradient for Bandits and Tabular MDPs
Michael Lu, Matin Aghaei, Anant Raj, Sharan Vaswani
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
Guided Data Augmentation for Offline Reinforcement Learning and Imitation Learning
Nicholas E. Corrado, Yuxiao Qu, John U. Balis, Adam Labiosa, Josiah P. Hanna
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
Non-adaptive Online Finetuning for Offline Reinforcement Learning
Audrey Huang, Mohammad Ghavamzadeh, Nan Jiang, Marek Petrik
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations
Robert J. Moss, Anthony Corso, Jef Caers, Mykel Kochenderfer
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning
Abdulaziz Almuzairee, Nicklas Hansen, Henrik I Christensen
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
Online Planning in POMDPs with State-Requests
Raphaël Avalos, Eugenio Bargiacchi, Ann Nowe, Diederik Roijers, Frans A Oliehoek
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
An Open-Loop Baseline for Reinforcement Learning Locomotion Tasks
Antonin Raffin, Olivier Sigaud, Jens Kober, Alin Albu-Schaeffer, João Silvério, Freek Stulp
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
JoinGym: An Efficient Join Order Selection Environment
Junxiong Wang, Kaiwen Wang, Yueying Li, Nathan Kallus, Immanuel Trummer, Wen Sun
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
Graph Neural Thompson Sampling
Shuang Wu, Arash A. Amini
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
Improving Thompson Sampling via Information Relaxation for Budgeted Multi-armed Bandits
Woojin Jeong, Seungki Min
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone
Co-Learning Empirical Games & World Models
Max Olan Smith, Michael P. Wellman
- Published: 15 May 2024, Last Modified: 14 Nov 2024
- RLC 2024
- Readers: Everyone