A Benchmark Environment Motivated by Industrial Control Problems

A Benchmark Environment Motivated by Industrial Control Problems

27 September 2017

Papers citing "A Benchmark Environment Motivated by Industrial Control Problems"

14 / 14 papers shown

Title
FACTS: A Factored State-Space Framework For World Modelling Li Nanbo Firas Laakom Yucheng Xu Wenyi Wang Jürgen Schmidhuber AI4TS 247 0 0 28 Oct 2024
Episodic Return Decomposition by Difference of Implicitly Assigned Sub-Trajectory Reward Hao-Chu Lin Hongqiu Wu Jiaji Zhang Yihao Sun Junyin Ye Yang Yu 32 2 0 17 Dec 2023
ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation Abhijeet Pendyala Justin Dettmer Tobias Glasmachers Asma Atamna OffRL 19 6 0 06 Jul 2023
Automatic Trade-off Adaptation in Offline RL Phillip Swazinna Steffen Udluft Thomas Runkler OffRL 42 0 0 16 Jun 2023
A Survey on Model-based Reinforcement Learning Fan Luo Tian Xu Hang Lai Xiong-Hui Chen Weinan Zhang Yang Yu OffRL LRM 53 101 0 19 Jun 2022
User-Interactive Offline Reinforcement Learning Phillip Swazinna Steffen Udluft Thomas Runkler OffRL 30 11 0 21 May 2022
Measuring Data Quality for Dataset Selection in Offline Reinforcement Learning Phillip Swazinna Steffen Udluft Thomas Runkler OffRL 27 6 0 26 Nov 2021
Bellman: A Toolbox for Model-Based Reinforcement Learning in TensorFlow John Mcleod Hrvoje Stojić Vincent Adam Dongho Kim Jordi Grau-Moya Peter Vrancx Felix Leibfried OffRL 21 2 0 26 Mar 2021
NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning Rongjun Qin Songyi Gao Xingyuan Zhang Zhen Xu Shengkai Huang Zewen Li Weinan Zhang Yang Yu OffRL 140 80 0 01 Feb 2021
Wield: Systematic Reinforcement Learning With Progressive Randomization Michael Schaarschmidt Kai Fricke Eiko Yoneki 24 2 0 15 Sep 2019
Recurrent World Models Facilitate Policy Evolution David R Ha Jürgen Schmidhuber SyDa TPM 52 920 0 04 Sep 2018
Generating Interpretable Fuzzy Controllers using Particle Swarm Optimization and Genetic Programming D. Hein Steffen Udluft Thomas Runkler OffRL 11 18 0 29 Apr 2018
World Models David R Ha Jürgen Schmidhuber SyDa 50 1,036 0 27 Mar 2018
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,505 0 25 Jan 2017