Strategic Attentive Writer for Learning Macro-Actions

15 June 2016

Papers citing "Strategic Attentive Writer for Learning Macro-Actions"

50 / 90 papers shown

Title
Reinforcement Learning with Action Chunking Qiyang Li Zhiyuan Zhou Sergey Levine OffRL OnRL 308 19 0 10 Jul 2025
Option-aware Temporally Abstracted Value for Offline Goal-Conditioned Reinforcement Learning Hongjoon Ahn Heewoong Choi Jisu Han Taesup Moon OffRL 266 0 0 19 May 2025
OptionZero: Planning with Learned OptionsInternational Conference on Learning Representations (ICLR), 2025 Po-Wei Huang Pei-Chiun Peng Hung Guei Tai-Lin Wu 441 2 0 23 Feb 2025
Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration Max Wilcoxson Qiyang Li Kevin Frans Sergey Levine SSL OffRL OnRL 634 4 0 23 Oct 2024
MA-RLHF: Reinforcement Learning from Human Feedback with Macro ActionsInternational Conference on Learning Representations (ICLR), 2024 Yekun Chai Haoran Sun Huang Fang Shuohuan Wang Yu Sun Hua Wu 901 5 0 03 Oct 2024
Planning Transformer: Long-Horizon Offline Reinforcement Learning with Planning Tokens Joseph Clinton Robert Lieck OffRL 171 6 0 14 Sep 2024
When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL Lenart Treven Bhavya Sukhija Yarden As Florian Dorfler Andreas Krause 359 6 0 03 Jun 2024
Exploring the limits of Hierarchical World Models in Reinforcement Learning Robin Schiewer Anand Subramoney Laurenz Wiskott 203 7 0 01 Jun 2024
Efficient Open-world Reinforcement Learning via Knowledge Distillation and Autonomous Rule Discovery Ekaterina Nikonova Cheng Xue Jochen Renz CLL 178 1 0 24 Nov 2023
SHIRO: Soft Hierarchical Reinforcement Learning Kandai Watanabe Mathew Strong Omer Eldar 120 1 0 24 Dec 2022
Teacher-student curriculum learning for reinforcement learning Yanick Schraner OffRL 163 3 0 31 Oct 2022
DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2022 Seungjae Lee Jigang Kim Inkyu Jang H. J. Kim OffRL 298 19 0 11 Oct 2022
Intelligent problem-solving as integrated hierarchical reinforcement learningNature Machine Intelligence (Nat. Mach. Intell.), 2022 Manfred Eppe Christian Gumbsch Matthias Kerzel Phuong D. H. Nguyen Martin Volker Butz S. Wermter 208 86 0 18 Aug 2022
Graph Neural Network based Agent in Google Research Football Yizhan Niu Jinglong Liu Yuhao Shi Jiren Zhu GNN 109 2 0 23 Apr 2022
Generative Planning for Temporally Coordinated Exploration in Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2022 Haichao Zhang Wei Xu Haonan Yu 178 11 0 24 Jan 2022
Neural Attention Models in Deep Learning: Survey and Taxonomy Alana de Santana Correia Esther Colombini MLAU 118 20 0 11 Dec 2021
Context-Specific Representation Abstraction for Deep Option Learning Marwa Abdulhai Dong-Ki Kim Matthew D Riemer Miao Liu Gerald Tesauro Jonathan P. How OffRL 236 11 0 20 Sep 2021
Hierarchical Reinforcement Learning with Optimal Level Synchronization based on a Deep Generative Model JaeYoon Kim Junyu Xuan Christy Jie Liang F. Hussain 92 0 0 17 Jul 2021
TempoRL: Learning When to ActInternational Conference on Machine Learning (ICML), 2021 André Biedenkapp Raghunandan Rajan Katharina Eggensperger Marius Lindauer OffRL 120 34 0 09 Jun 2021
Learning Routines for Effective Off-Policy Reinforcement LearningInternational Conference on Machine Learning (ICML), 2021 Edoardo Cetin Oya Celiktutan 70 1 0 05 Jun 2021
Online Baum-Welch algorithm for Hierarchical Imitation LearningIEEE Conference on Decision and Control (CDC), 2021 Vittorio Giammarino I. Paschalidis OffRL 119 5 0 22 Mar 2021
Discovery of Options via Meta-Learned SubgoalsNeural Information Processing Systems (NeurIPS), 2021 Vivek Veeriah Tom Zahavy Matteo Hessel Zhongwen Xu Junhyuk Oh Iurii Kemaev H. V. Hasselt David Silver Satinder Singh 139 35 0 12 Feb 2021
Interpretable Reinforcement Learning Inspired by Piaget's Theory of Cognitive Development Aref Hakimzadeh Yanbo Xue P. Setoodeh 96 7 0 01 Feb 2021
A Survey on Deep Reinforcement Learning for Audio-Based ApplicationsArtificial Intelligence Review (AIR), 2021 S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Xiaoshi Zhong OffRL 291 86 0 01 Jan 2021
Hierarchical principles of embodied reinforcement learning: A review Manfred Eppe Christian Gumbsch Matthias Kerzel Phuong D. H. Nguyen Martin Volker Butz S. Wermter 337 11 0 18 Dec 2020
Reinforcement Learning with Subspaces using Free Energy Paradigm Milad Ghorbani Reshad Hosseini Seyed Pooya Shariatpanahi M. N. Ahmadabadi 214 0 0 13 Dec 2020
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers Alex Lamb Anirudh Goyal A. Slowik Michael C. Mozer Philippe Beaudoin Yoshua Bengio 199 3 0 15 Oct 2020
Deep Reinforcement Learning and Transportation Research: A Comprehensive Review Nahid Parvez Farazi T. Ahamed Limon Barua Bo Zou AI4TS 123 20 0 13 Oct 2020
AI Research Considerations for Human Existential Safety (ARCHES) Andrew Critch David M. Krueger 169 65 0 30 May 2020
Curriculum Learning for Reinforcement Learning Domains: A Framework and SurveyJournal of machine learning research (JMLR), 2020 Sanmit Narvekar Bei Peng Matteo Leonetti Jivko Sinapov Matthew E. Taylor Peter Stone ODL 392 600 0 10 Mar 2020
A Survey of Deep Reinforcement Learning in Video Games Youssef Attia El Hili Zhentao Tang Yuanheng Zhu Nannan Li Dongbin Zhao OffRL AI4TS 267 221 0 23 Dec 2019
DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning Mohammadhosein Hasanbeig N. Jeppu Alessandro Abate T. Melham Daniel Kroening 396 20 0 22 Nov 2019
Dynamic Subgoal-based Exploration via Bayesian Optimization Yijia Wang Matthias Poloczek Daniel R. Jiang 251 4 0 21 Oct 2019
Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review L. E. Leal Magnus Westerlund A. Chapman 63 0 0 20 Oct 2019
Reinforcement Learning with Structured Hierarchical Grammar Representations of Actions Petros Christodoulou R. T. Lange A. Shafti A. Faisal 131 1 0 07 Oct 2019
Modular Deep Reinforcement Learning with Temporal Logic Specifications Li-xin Yuan Mohammadhosein Hasanbeig Alessandro Abate Daniel Kroening OffRL 151 42 0 23 Sep 2019
Learning World Graphs to Accelerate Hierarchical Reinforcement Learning Wenling Shang Alexander R. Trott Stephan Zheng Caiming Xiong R. Socher 170 21 0 01 Jul 2019
Sub-policy Adaptation for Hierarchical Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2019 Alexander C. Li Carlos Florensa I. Clavera Pieter Abbeel 308 80 0 13 Jun 2019
Composing Task-Agnostic Policies with Deep Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2019 A. H. Qureshi Jacob J. Johnson Yuzhe Qin Taylor Henderson Byron Boots Michael C. Yip OffRL 158 33 0 25 May 2019
Design of Artificial Intelligence Agents for Games using Deep Reinforcement Learning A. Roibu 202 1 0 10 May 2019
Hierarchical Policy Learning is Sensitive to Goal Space Design Zach Dwiel Madhavun Candadai Mariano Phielipp Arjun K. Bansal 205 15 0 04 May 2019
Disentangling Options with Hellinger Distance Regularizer Minsung Hyun Junyoung Choi Nojun Kwak 67 2 0 15 Apr 2019
TTR-Based Reward for Reinforcement Learning with Implicit Model Priors Xubo Lyu Mo Chen OffRL 205 3 0 23 Mar 2019
Macro Action Reinforcement Learning with Sequence Disentanglement using Variational Autoencoder Heecheol Kim Masanori Yamada Kosuke Miyoshi Hiroshi Yamakawa DRL 110 6 0 22 Mar 2019
Certified Reinforcement Learning with Logic GuidanceArtificial Intelligence (AI), 2019 Mohammadhosein Hasanbeig Daniel Kroening Alessandro Abate 350 64 0 02 Feb 2019
Dynamic Planning Networks Norman L. Tasfi Miriam A. M. Capretz 129 5 0 28 Dec 2018
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 336 1,382 0 30 Nov 2018
Diversity-Driven Extensible Hierarchical Reinforcement Learning Yuhang Song Jianyi Wang Thomas Lukasiewicz Zhenghua Xu Mai Xu 123 19 0 10 Nov 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 303 144 0 15 Oct 2018
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game Yang Liu Xinghai Sun Lei Han Jiechao Xiong Qing Wang ... Yang Zheng Ji Liu Yongsheng Liu Han Liu Tong Zhang 191 76 0 19 Sep 2018