d3rlpy: An Offline Deep Reinforcement Learning Library

6 November 2021

Papers citing "d3rlpy: An Offline Deep Reinforcement Learning Library"

18 / 18 papers shown

Title
BiasBench: A reproducible benchmark for tuning the biases of event cameras Andreas Ziegler David Joseph Thomas Gossard Emil Moldovan A. Zell 19 0 0 25 Apr 2025
GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments Stavros Orfanoudakis Nanda Kishor Panda Peter Palensky Pedro P. Vergara AI4CE 55 0 0 03 Feb 2025
Methodology for Interpretable Reinforcement Learning for Optimizing Mechanical Ventilation Joo Seung Lee Malini Mahendra Anil Aswani OffRL 45 1 0 10 Jan 2025
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf Xuanfa Jin Ziyan Wang Yali Du Meng Fang Haifeng Zhang Jun Wang OffRL LLMAG 38 5 0 30 May 2024
SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning Jianlan Luo Zheyuan Hu Charles Xu You Liang Tan Jacob Berg Archit Sharma S. Schaal Chelsea Finn Abhishek Gupta Sergey Levine OffRL OnRL 34 39 0 29 Jan 2024
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library Wenzhang Liu Wenzhe Cai Kun Jiang Guangran Cheng Yuanda Wang Jiawei Wang Jingyu Cao Lele Xu Chaoxu Mu Changyin Sun 18 4 0 25 Dec 2023
ToP-ToM: Trust-aware Robot Policy with Theory of Mind Chuang Yu Baris Serhan Angelo Cangelosi 14 2 0 07 Nov 2023
Real Robot Challenge 2022: Learning Dexterous Manipulation from Offline Data in the Real World Nicolas Gurtler Felix Widmaier Cansu Sancaktar Sebastian Blaes Pavel Kolev ... Arman Raayatsanati Hehui Zheng Barnabas Gavin Cangan Bernhard Schölkopf Georg Martius OffRL 12 2 0 15 Aug 2023
Benchmarking Offline Reinforcement Learning on Real-Robot Hardware Nico Gürtler Sebastian Blaes Pavel Kolev Felix Widmaier Manuel Wüthrich Stefan Bauer Bernhard Schölkopf Georg Martius OffRL 13 28 0 28 Jul 2023
Train Offline, Test Online: A Real Robot Learning Benchmark G. Zhou Victoria Dean M. K. Srirama Aravind Rajeswaran Jyothish Pari ... Tianhe Yu Pieter Abbeel Lerrel Pinto Chelsea Finn Abhi Gupta OffRL 28 38 0 01 Jun 2023
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization Haoran Xu Li Jiang Jianxiong Li Zhuoran Yang Zhaoran Wang Victor Chan Xianyuan Zhan OffRL 16 71 0 28 Mar 2023
Domain Generalization for Robust Model-Based Offline Reinforcement Learning Alan Clark Shoaib Ahmed Siddiqui Robert Kirk Usman Anwar Stephen Chung David M. Krueger OOD OffRL 13 0 0 27 Nov 2022
BAFFLE: Hiding Backdoors in Offline Reinforcement Learning Datasets Chen Gong Zhou Yang Yunru Bai Junda He Jieke Shi ... Arunesh Sinha Bowen Xu Xinwen Hou David Lo Guoliang Fan AAML OffRL 8 7 0 07 Oct 2022
Action Noise in Off-Policy Deep Reinforcement Learning: Impact on Exploration and Performance Jakob J. Hollenstein Sayantan Auddy Matteo Saveriano Erwan Renaudo J. Piater 18 17 0 08 Jun 2022
SaLinA: Sequential Learning of Agents Ludovic Denoyer Alfredo De la Fuente S. Duong Jean-Baptiste Gaya Pierre-Alexandre Kamienny Daniel H. Thompson 26 11 0 15 Oct 2021
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 203 627 0 12 Oct 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,662 0 04 May 2020
Soft Actor-Critic for Discrete Action Settings Petros Christodoulou OffRL 101 292 0 16 Oct 2019