Deep Reinforcement Learning

15 October 2018

Papers citing "Deep Reinforcement Learning"

50 / 51 papers shown

Empirical analysis of PGA-MAP-Elites for Neuroevolution in Uncertain DomainsACM Transactions on Evolutionary Learning and Optimization (TELO), 2022

Manon Flageat

Félix Chalumeau

Antoine Cully

218

24 Oct 2022

Movement Analytics: Current Status, Application to Manufacturing, and Future Prospects from an AI Perspective

269

04 Oct 2022

Policy Gradients for Probabilistic Constrained Reinforcement LearningAnnual Conference on Information Sciences and Systems (CISS), 2022

Weiqin Chen

D. Subramanian

Santiago Paternain

302

02 Oct 2022

Critical concrete scenario generation using scenario-based falsification

201

29 Aug 2022

Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary ConstraintsInternational Conference on Learning Representations (ICLR), 2022

Youssef Attia El Hili

Jun Wang

351

31 May 2022

Blind Estimation of a Doubly Selective OFDM Channel: A Deep Learning Algorithm and Theory

T. Getu

N. Golmie

D. Griffith

228

30 May 2022

RACE: A Reinforcement Learning Framework for Improved Adaptive Control of NoC Channel BuffersACM Great Lakes Symposium on VLSI (GLSVLSI), 2022

Kamil Khan

S. Pasricha

R. Kim

148

26 May 2022

Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration

Henna Kokkonen

Lauri Lovén

Naser Hossein Motlagh

...

391

03 May 2022

Reliable validation of Reinforcement Learning Benchmarks

Matthias Muller-Brockhausen

Aske Plaat

Mike Preuss

OffRL

221

02 Mar 2022

Robust Reinforcement Learning via Genetic CurriculumIEEE International Conference on Robotics and Automation (ICRA), 2022

Yeeho Song

J. Schneider

192

17 Feb 2022

Quantile-Based Policy Optimization for Reinforcement LearningOnline World Conference on Soft Computing in Industrial Applications (WSCIA), 2022

Jinyang Jiang

Jiaqiao Hu

Yijie Peng

285

27 Jan 2022

Control of Dual-Sourcing Inventory Systems using Recurrent Neural NetworksINFORMS journal on computing (IJOC), 2022

524

16 Jan 2022

STIR

^2

: Reward Relabelling for combined Reinforcement and Imitation Learning on sparse-reward tasksAdaptive Agents and Multi-Agent Systems (AAMAS), 2022

Jesús Bujalance Martín

Fabien Moutarde

OffRL

220

11 Jan 2022

Can an AI agent hit a moving target?

Rui Shi

Shi

322

06 Oct 2021

Not Only Domain Randomization: Universal Policy with Embedding System Identification

Zihan Ding

130

28 Sep 2021

ADVERSARIALuscator: An Adversarial-DRL Based Obfuscator and Metamorphic Malware SwarmGeneratorIEEE International Joint Conference on Neural Network (IJCNN), 2021

146

23 Sep 2021

DCUR: Data Curriculum for Teaching via Samples with Reinforcement Learning

Zhao Mandi

148

15 Sep 2021

PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution SystemsConference on Learning for Dynamics & Control (L4DC), 2021

Ting-Han Fan

Xian Yeow Lee

Yubo Wang

458

08 Sep 2021

Computational Benefits of Intermediate Rewards for Goal-Reaching Policy LearningJournal of Artificial Intelligence Research (JAIR), 2021

499

08 Jul 2021

Survey on reinforcement learning for language processingArtificial Intelligence Review (AIR), 2021

Víctor Uc Cetina

Nicolás Navarro-Guerrero

368

140

12 Apr 2021

Network Environment Design for Autonomous Cyberdefense

Andres Molina-Markham

Cory Miniter

Becky Powell

Ahmad Ridley

195

13 Mar 2021

Diluted Near-Optimal Expert Demonstrations for Guiding Dialogue Stochastic Policy Optimisation

269

25 Nov 2020

Augmenting Organizational Decision-Making with Deep Learning Algorithms: Principles, Promises, and ChallengesJournal of business research (JBR), 2020

Yash Raj Shrestha

Vaibhav Krishna

G. Krogh

387

217

02 Nov 2020

A Nesterov's Accelerated quasi-Newton method for Global Routing using Deep Reinforcement Learning

122

15 Oct 2020

Knowledge Transfer via Pre-training for Recommendation: A Review and ProspectFrontiers in Big Data (Front. Big Data), 2020

Chaojun Xiao

Maosong Sun

246

19 Sep 2020

Control for Multifunctionality: Bioinspired Control Based on Feeding in Aplysia californicaBiological cybernetics (Biol. Cybern.), 2020

Victoria A. Webster-Wood

Jeffrey P. Gill

P. Thomas

H. Chiel

396

11 Aug 2020

Security Issues of Low Power Wide Area Networks in the Context of LoRa Networks

Debraj Basu

Tianbo Gu

P. Mohapatra

192

30 Jun 2020

Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies

Yu Huang

Yue Chen

3DPC

572

10 Jun 2020

First Neural Conjecturing Datasets and ExperimentsInternational Conference on Intelligent Computer Mathematics (CICM), 2020

Josef Urban

Jan Jakubuv

AIMat

231

29 May 2020

Explainable Reinforcement Learning: A Survey

Erika Puiutta

Eric M. S. P. Veith

XAI

405

300

13 May 2020

A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support

135

11 May 2020

Deep Reinforcement Learning for Adaptive Learning SystemsJournal of educational and behavioral statistics (JEBS), 2020

133

17 Apr 2020

Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance MethodologyMachine Learning and Knowledge Extraction (MLKE), 2020

351

231

11 Mar 2020

Capsule Network Performance with Autonomous NavigationInternational Journal of Artificial Intelligence & Applications (IJAIA), 2020

Tom Molnar

Eugenio Culurciello

3DPC

176

08 Feb 2020

End-to-End Vision-Based Adaptive Cruise Control (ACC) Using Deep Reinforcement Learning

131

24 Jan 2020

Response to NITRD, NCO, NSF Request for Information on "Update to the 2016 National Artificial Intelligence Research and Development Strategic Plan"

...

199

05 Nov 2019

Deep Reinforcement Learning Based Power control for Wireless Multicast SystemsAllerton Conference on Communication, Control, and Computing (Allerton), 2019

R. Raghu

Pratheek S. Upadhyaya

M. Panju

Vaneet Aggarwal

V. Sharma

139

27 Sep 2019

Signal Instructed Coordination in Cooperative Multi-agent Reinforcement LearningInternational Conference on Distributed Artificial Intelligence (DAI), 2019

Yong Yu

227

10 Sep 2019

Reinforcement Learning in Healthcare: A SurveyACM Computing Surveys (ACM CSUR), 2019

777

719

22 Aug 2019

Deep reinforcement learning in World-Earth system models to discover sustainable management strategiesChaos (Chaos), 2019

183

15 Aug 2019

Designing Deep Reinforcement Learning for Human Parameter Exploration

313

01 Jul 2019

Deep learning control of artificial avatars in group coordination tasksIEEE International Conference on Systems, Man and Cybernetics (SMC), 2019

M. Lombardi

D. Liuzza

M. D. Bernardo

11 Jun 2019

Prioritized Sequence Experience Replay

187

25 May 2019

Challenges of Real-World Reinforcement Learning

428

635

29 Apr 2019

An Introduction to Deep Reinforcement Learning

Vincent François-Lavet

511

1,436

30 Nov 2018

Neural Approaches to Conversational AI

Jianfeng Gao

Michel Galley

Lihong Li

600

734

21 Sep 2018

No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling

320

165

24 Apr 2018

Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and Some New Implementations

Dimitri Bertsekas

OffRL

355

136

12 Apr 2018

Deep Reinforcement Learning using Capsules in Advanced Game Environments

Per-Arne Andersen

211

29 Jan 2018

DeepPicar: A Low-cost Deep Neural Network-based Autonomous CarIEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2017

424

113

19 Dec 2017