TorchRL: A data-driven decision-making library for PyTorch

TorchRL: A data-driven decision-making library for PyTorch

1 June 2023

Sebastian Dittert

Vikash Kumar

Gianni de Fabritiis

Papers citing "TorchRL: A data-driven decision-making library for PyTorch"

10 / 10 papers shown

Title
Reinforcement learning with combinatorial actions for coupled restless bandits Lily Xu Bryan Wilder Elias B. Khalil Milind Tambe 67 1 0 01 Mar 2025
CREW: Facilitating Human-AI Teaming Research Lingyu Zhang Zhengran Ji Boyuan Chen 34 3 0 03 Jan 2025
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling Jasmine Bayrooti Carl Henrik Ek Amanda Prorok 37 0 0 07 Oct 2024
AExGym: Benchmarks and Environments for Adaptive Experimentation Jimmy Wang Ethan Che Daniel R. Jiang Hongseok Namkoong 21 0 0 08 Aug 2024
OmniDrones: An Efficient and Flexible Platform for Reinforcement Learning in Drone Control Botian Xu Feng Gao Chao Yu Ruize Zhang Yi Wu Yu Wang 16 28 0 22 Sep 2023
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 212 832 0 12 Oct 2021
Deep Exploration for Recommendation Systems Zheqing Zhu Benjamin Van Roy 11 11 0 26 Sep 2021
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning N. Rudin David Hoeller Philipp Reist Marco Hutter 110 541 0 24 Sep 2021
Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles S. Aradi 202 430 0 30 Jan 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,319 0 05 Nov 2016