Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose?

24 July 2021

Papers citing "Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose?"

12 / 12 papers shown

Title
Zero-shot Model-based Reinforcement Learning using Large Language Models Abdelhakim Benechehab Youssef Attia El Hili Ambroise Odonnat Oussama Zekri Albert Thomas Giuseppe Paolo Maurizio Filippone I. Redko Balázs Kégl OffRL 108 1 0 17 Feb 2025
Model-Based Offline Planning Arthur Argenson Gabriel Dulac-Arnold OffRL 52 154 0 12 Aug 2020
Selective Dyna-style Planning Under Limited Model Capacity Zaheer Abbas Samuel Sokota Erin J. Talvitie Martha White 62 33 0 05 Jul 2020
Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning Sebastian Curi Felix Berkenkamp Andreas Krause 67 83 0 15 Jun 2020
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods Eyke Hüllermeier Willem Waegeman PER UD 202 1,405 0 21 Oct 2019
Benchmarking Model-Based Reinforcement Learning Tingwu Wang Xuchan Bao I. Clavera Jerrick Hoang Yeming Wen Eric D. Langlois Matthew Shunshi Zhang Guodong Zhang Pieter Abbeel Jimmy Ba OffRL 59 363 0 03 Jul 2019
Exploring Model-based Planning with Policy Networks Tingwu Wang Jimmy Ba 71 148 0 20 Jun 2019
Ray Interference: a Source of Plateaus in Deep Reinforcement Learning Tom Schaul Diana Borsa Joseph Modayil Razvan Pascanu 53 63 0 25 Apr 2019
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 177 1,351 0 19 May 2017
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 204 5,073 0 05 Jun 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 237 78 0 26 May 2016
RNADE: The real-valued neural autoregressive density-estimator Benigno Uria Iain Murray Hugo Larochelle 92 238 0 02 Jun 2013