Search results for "Reinforcement Learning (RL)"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
2	R. Manimegalai, E. Siva Soumya, V. Muralidharan, Balaraman Ravindran, V. Kamakoti, D. Bhatia	Placement and Routing for 3D-FPGAs Using Reinforcement Learning and Support Vector Machines.	VLSI Design	2005	DBLP DOI BibTeX RDF	Three-Dimensional FPGA, Reinforcement Learning (RL), Two-opt algorithm, Support Vector Machines (SVMs), Placement and Routing
2	John G. Vlachogiannis, Nikos D. Hatziargyriou	Reinforcement Learning (RL) to Optimal Reconfiguration of Radial Distribution System (RDS).	SETN	2004	DBLP DOI BibTeX RDF
1	Matthijs Snel, Shimon Whiteson	Multi-task evolutionary shaping without pre-specified representations.	GECCO	2010	DBLP DOI BibTeX RDF	genetic algorithms, feature selection, reinforcement learning, shaping
1	Keiji Kamei, Masumi Ishikawa	Skill Transfer of a Mobile Robot Obtained by Reinforcement Learning to a Different Mobile Robot.	Brain-Inspired Information Technology	2010	DBLP DOI BibTeX RDF
1	Ian Fasel, Michael Quinlan, Peter Stone	A task specification language for bootstrap learning.	AAMAS	2009	DBLP DOI BibTeX RDF	human computer interaction, reinforcement learning
1	Marc J. V. Ponsen, Tom Croonenborghs, Karl Tuyls, Jan Ramon, Kurt Driessens	Learning with whom to communicate using relational reinforcement learning.	AAMAS	2009	DBLP DOI BibTeX RDF	relational reinforcement learning, multi-agent systems, reinforcement learning
1	Verena Heidrich-Meisner, Christian Igel	Uncertainty handling CMA-ES for reinforcement learning.	GECCO	2009	DBLP DOI BibTeX RDF	covariance matrix adaptation evolution strategy, direct policy search, reinforcement learning, uncertainty handling
1	Jae-Yoon Jung, James A. Reggia	Evolving an autonomous agent for non-Markovian reinforcement learning.	GECCO	2009	DBLP DOI BibTeX RDF	descriptive encoding, genetic programming, reinforcement learning, evolution strategy
1	Huaqing Min, Jiaan Zeng, Ronghua Luo	Fuzzy CMAC with automatic state partition for reinforcementlearning.	GEC Summit	2009	DBLP DOI BibTeX RDF	automatic state partition, fuzzy CMAC, reinforcement learning
1	Jia Rao, Xiangping Bu, Cheng-Zhong Xu, Le Yi Wang, Gang George Yin	VCONF: a reinforcement learning approach to virtual machines auto-configuration.	ICAC	2009	DBLP DOI BibTeX RDF	cloud computing, virtual machines, reinforcement learning, autonomic computing
1	J. Zico Kolter, Andrew Y. Ng	Near-Bayesian exploration in polynomial time.	ICML	2009	DBLP DOI BibTeX RDF
1	Gerhard Neumann, Wolfgang Maass, Jan Peters	Learning complex motions by sequencing simpler motion templates.	ICML	2009	DBLP DOI BibTeX RDF
1	Roy Chaoming Hsu, Cheng-Ting Liu, Kuan-Chieh Wang, Wei-Ming Lee	QoS-Aware Power Management for Energy Harvesting Wireless Sensor Network Utilizing Reinforcement Learning.	CSE	2009	DBLP DOI BibTeX RDF
1	Akihiko Yamaguchi, Jun Takamatsu, Tsukasa Ogasawara	Constructing action set from basis functions for reinforcement learning of robot control.	ICRA	2009	DBLP DOI BibTeX RDF
1	Daniel Kudenko, Marek Grzes	Knowledge-Based Reinforcement Learning for Data Mining.	ADMI	2009	DBLP DOI BibTeX RDF
1	Alexander Hans, Steffen Udluft	Efficient Uncertainty Propagation for Reinforcement Learning with Limited Data.	ICANN	2009	DBLP DOI BibTeX RDF	Reinforcement learning, uncertainty, model-based, Bayesian modeling
1	Reinaldo A. C. Bianchi, Raquel Ros, Ramon López de Mántaras	Improving Reinforcement Learning by Using Case Based Heuristics.	ICCBR	2009	DBLP DOI BibTeX RDF
1	S. Mostapha Kalami Heris, Mohammad-Bagher Naghibi Sistani, Naser Pariz	Using Control Theory for Analysis of Reinforcement Learning and Optimal Policy Properties in Grid-World Problems.	ICIC	2009	DBLP DOI BibTeX RDF	Discrete-Time Control Systems, Dynamic Programming, Reinforcement Learning, Markov Decision Process, Stochastic Control
1	Tobias Jung, Peter Stone	Feature Selection for Value Function Approximation Using Bayesian Model Selection.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
1	Ana Iglesias, Paloma Martínez, Ricardo Aler, Fernando Fernández	Learning teaching strategies in an Adaptive and Intelligent Educational System through Reinforcement Learning.	Appl. Intell.	2009	DBLP DOI BibTeX RDF	Adaptive and Intelligent Educational Systems, Learning pedagogical strategies, Reinforcement Learning, Intelligent tutoring systems, Applied artificial intelligence
1	Jiang Zhu, Jun Wang, Tao Luo, Shaoqian Li	Adaptive transmission scheduling over fading channels for energy-efficient cognitive radio networks by reinforcement learning.	Telecommunication Systems	2009	DBLP DOI BibTeX RDF	Energy-efficient networks, Reinforcement learning, Cognitive radio, Markov decision process, Cross-layer design
1	Hiroshi Tsujino, Johane Takeuchi, Osamu Shouno	Basal Ganglia Models for Autonomous Behavior Learning.	Creating Brain-Like Intelligence	2009	DBLP DOI BibTeX RDF	modular learning system, input space selection, reinforcement learning, system architecture, execution timing, spiking neuron, reward, basal ganglia
1	Jae-Yoon Jung, James A. Reggia	Nested evolution of an autonomous agent using descriptive encoding.	GECCO	2008	DBLP DOI BibTeX RDF	descriptive encoding, reinforcement learning, neuroevolution
1	Jan Hendrik Metzen, Frank Kirchner, Mark Edgington, Yohannes Kassahun	Towards efficient online reinforcement learning using neuroevolution.	GECCO	2008	DBLP DOI BibTeX RDF	reinforcement learning, online-learning, neuroevolution
1	Joseph Reisinger, Peter Stone, Risto Miikkulainen	Online kernel selection for Bayesian reinforcement learning.	ICML	2008	DBLP DOI BibTeX RDF
1	Tsuyoshi Ueno, Motoaki Kawanabe, Takeshi Mori, Shin-ichi Maeda, Shin Ishii	A semiparametric statistical approach to model-free policy evaluation.	ICML	2008	DBLP DOI BibTeX RDF
1	Zhengqing Hu, Chen-Khong Tham	CCMAC: coordinated cooperative MAC for wireless LANs.	MSWiM	2008	DBLP DOI BibTeX RDF	concurrent transmission, MAC, cooperative communication
1	Julien Perez, Cécile Germain-Renaud, Balázs Kégl, Charles Loomis	Grid Differentiated Services: A Reinforcement Learning Approach.	CCGRID	2008	DBLP DOI BibTeX RDF
1	Eduardo Rodrigues Gomes, Ryszard Kowalczyk	Non-symmetric Preferences in the IPA Market with Reinforcement Learning.	IAT	2008	DBLP DOI BibTeX RDF
1	Hua-Qing Min, Jia-An Zeng, Jian Chen, Jin-Hui Zhu	A Study of Reinforcement Learning in a New Multiagent Domain.	IAT	2008	DBLP DOI BibTeX RDF
1	Teck-Hou Teng, Ah-Hwee Tan	Cognitive Agents Integrating Rules and Reinforcement Learning for Context-Aware Decision Support.	IAT	2008	DBLP DOI BibTeX RDF
1	Matthew Frampton, Oliver Lemon	Using dialogue acts to learn better repair strategies for spoken dialogue systems.	ICASSP	2008	DBLP DOI BibTeX RDF
1	Lasheng Yu, Alonso Marin, Fei Hong, Jian Lin	Studies on Hierarchical Reinforcement Learning in Multi-Agent Environment.	ICNSC	2008	DBLP DOI BibTeX RDF
1	Byungchan Kim, Byungduk Kang, Shinsuk Park, Sungchul Kang	Learning robot stiffness for contact tasks using the natural actor-critic.	ICRA	2008	DBLP DOI BibTeX RDF
1	Jun Morimoto, Sang-Ho Hyon, Christopher G. Atkeson, Gordon Cheng	Low-dimensional feature extraction for humanoid locomotion using kernel dimension reduction.	ICRA	2008	DBLP DOI BibTeX RDF
1	Khan M. Iftekharuddin, Yaqin Li	A biologically-inspired computational model for transformation invariant target recognition.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Lei Zheng, Siu-Yeung Cho, Chai Quek	A memory-based reinforcement learning algorithm for partially observable Markovian decision processes.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Andres El-Fakdi, Marc Carreras	Policy gradient based Reinforcement Learning for real autonomous underwater cable tracking.	IROS	2008	DBLP DOI BibTeX RDF
1	Mahbubur Rashid, Ioana Banicescu, Ricolindo Cariño	Investigating a Dynamic Loop Scheduling with Reinforcement Learning Approach to Load Balancing in Scientific Applications.	ISPDC	2008	DBLP DOI BibTeX RDF
1	Yuan Xue, Yuewei Lin, Zhiyong Feng, Huying Cai, Cheng Chi	Autonomic Joint Session Scheduling Strategies for Heterogeneous Wireless Networks.	WCNC	2008	DBLP DOI BibTeX RDF
1	Abhijit Gosavi	On step sizes, stochastic shortest paths, and survival probabilities in Reinforcement Learning.	Winter Simulation Conference	2008	DBLP DOI BibTeX RDF
1	Carlos D. Paternina-Arboleda, Jairo R. Montoya-Torres, Aldo Fabregas-Ariza	Simulation-optimization using a reinforcement learning approach.	Winter Simulation Conference	2008	DBLP DOI BibTeX RDF
1	Rajneesh Sharma, Madan Gopal	A Markov Game-Adaptive Fuzzy Controller for Robot Manipulators.	IEEE T. Fuzzy Systems	2008	DBLP DOI BibTeX RDF
1	B. Baddeley	Reinforcement Learning in Continuous Time and Space: Interference and Not Ill Conditioning Is the Main Problem When Using Distributed Function Approximators.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2008	DBLP DOI BibTeX RDF
1	Daoyi Dong, Chunlin Chen, Han-Xiong Li, Tzyh Jong Tarn	Quantum Reinforcement Learning.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2008	DBLP DOI BibTeX RDF
1	Marco A. Wiering, Hado van Hasselt	Ensemble Algorithms in Reinforcement Learning.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2008	DBLP DOI BibTeX RDF
1	Bryan Auslander, Stephen Lee-Urban, Chad Hogg, Héctor Muñoz-Avila	Recognizing the Enemy: Combining Reinforcement Learning with Strategy Selection Using Case-Based Reasoning.	ECCBR	2008	DBLP DOI BibTeX RDF
1	Francis Maes, Ludovic Denoyer, Patrick Gallinari	Applications of Reinforcement Learning to Structured Prediction.	EWRL	2008	DBLP DOI BibTeX RDF
1	José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, José Rafael Magdalena Benedito, Juan Gómez-Sanchís	Use of Reinforcement Learning in Two Real Applications.	EWRL	2008	DBLP DOI BibTeX RDF
1	Yu Hiei, Takeshi Mori, Shin Ishii	Self-organized Reinforcement Learning Based on Policy Gradient in Nonstationary Environments.	ICANN	2008	DBLP DOI BibTeX RDF
1	Daan Wierstra, Tom Schaul, Jan Peters, Jürgen Schmidhuber	Episodic Reinforcement Learning by Logistic Reward-Weighted Regression.	ICANN	2008	DBLP DOI BibTeX RDF
1	Jianghao Li, Zhenbo Li, Jiapin Chen	Reinforcement Learning Based Precise Positioning Method for a Millimeters-Sized Omnidirectional Mobile Microrobot.	ICIRA	2008	DBLP DOI BibTeX RDF	precise positioning, mobile microrobot, electromagnetic micromotor, reinforcement learning
1	Hiroki Utsunomiya, Katsunari Shibata	Contextual Behaviors and Internal Representations Acquired by Reinforcement Learning with a Recurrent Neural Network in a Continuous State and Action Space Task.	ICONIP	2008	DBLP DOI BibTeX RDF
1	Andrea Bonarini, Claudio Caccia, Alessandro Lazaric, Marcello Restelli	Batch Reinforcement Learning for Controlling a Mobile Wheeled Pendulum Robot.	IFIP AI	2008	DBLP DOI BibTeX RDF
1	Yong Duan, Baoxia Cui, Huaiqing Yang	Robot Navigation Based on Fuzzy RL Algorithm.	ISNN	2008	DBLP DOI BibTeX RDF	T-S fuzzy neural network, Reinforcement learning, Q-learning, Robot navigation
1	Arturo Servin, Daniel Kudenko	Multi-Agent Reinforcement Learning for Intrusion Detection: A Case Study and Evaluation.	MATES	2008	DBLP DOI BibTeX RDF
1	Weiwei Wang 0002, Yang Gao 0001, Xingguo Chen, Shen Ge	Reinforcement Learning with Markov Logic Networks.	MICAI	2008	DBLP DOI BibTeX RDF
1	Toshiyuki Yasuda, Kazuhiro Ohkura	A Reinforcement Learning Technique with an Adaptive Action Generator for a Multi-robot System.	SAB	2008	DBLP DOI BibTeX RDF	Autonomous Specialization, Action Search, Reinforcement Learning, Multi-Robot System
1	Eduardo Rodrigues Gomes, Ryszard Kowalczyk	Individual and Social Behaviour in the IPA Market with RL.	SBIA	2008	DBLP DOI BibTeX RDF	Market-based Resource Allocation, Reinforcement Learning, Multiagent Systems
1	Urban Richter, Holger Prothmann, Hartmut Schmeck	Improving XCS Performance by Distribution.	SEAL	2008	DBLP DOI BibTeX RDF
1	Erik Berglund, Joaquin Sitte, Gordon Wyeth	Active audition using the parameter-less self-organising map.	Auton. Robots	2008	DBLP DOI BibTeX RDF	Active audition, Self-organisation
1	Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna Helena Reali Costa	Accelerating autonomous learning by using heuristic selection of actions.	J. Heuristics	2008	DBLP DOI BibTeX RDF	Reinforcement learning, Robot navigation, Action selection, Heuristic function
1	Minija Tamosiunaite, James Ainge, Tomas Kulvicius, Bernd Porr, Paul Dudchenko, Florentin Wörgötter	Path-finding in real and simulated rats: assessing the influence of path characteristics on navigation learning.	Journal of Computational Neuroscience	2008	DBLP DOI BibTeX RDF	SARSA, Place field system, Weight decay, Reinforcement learning, Function approximation
1	Neville Mehta, Sriraam Natarajan, Prasad Tadepalli, Alan Fern	Transfer in variable-reward hierarchical reinforcement learning.	Machine Learning	2008	DBLP DOI BibTeX RDF	Average-reward learning, Multi-criteria learning, Transfer learning, Hierarchical reinforcement learning
1	David Vengerov	A reinforcement learning framework for online data migration in hierarchical storage systems.	The Journal of Supercomputing	2008	DBLP DOI BibTeX RDF	Self-optimizing systems, Multi-tier storage, Fuzzy rulebase, Reinforcement learning, Markov decision process, Cost functions, Data migration
1	Masoud Mahootchi, Hamid R. Tizhoosh, Kumaraswamy Ponnambalam	Opposition Mining in Reservoir Management.	Oppositional Concepts in Computational Intelligence	2008	DBLP DOI BibTeX RDF
1	Maryam Shokri, Hamid R. Tizhoosh, Mohamed S. Kamel	The Concept of Opposition and Its Use in Q-Learning and Q(lambda) Techniques.	Oppositional Concepts in Computational Intelligence	2008	DBLP DOI BibTeX RDF
1	Tariq Mahmood, Francesco Ricci	Learning and adaptivity in interactive recommender systems.	ICEC	2007	DBLP DOI BibTeX RDF	adaptivity, reinforcement learning, markov decision process, conversational recommender systems
1	Matthew Grounds, Daniel Kudenko	Parallel reinforcement learning with linear function approximation.	AAMAS	2007	DBLP DOI BibTeX RDF	value function approximation, parallel algorithms, reinforcement learning
1	Xinhua Zhang, Douglas Aberdeen, S. V. N. Vishwanathan	Conditional random fields for multi-agent reinforcement learning.	ICML	2007	DBLP DOI BibTeX RDF
1	Jin Zhou, Lu Yu, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Sandor Markon	Double-deck elevator systems using Genetic Network Programming with reinforcement learning.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Karla Conn, Richard Alan Peters II	Reinforcement Learning with a Supervisor for a Mobile Robot in a Real-world Environment.	CIRA	2007	DBLP DOI BibTeX RDF
1	Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska	Fuzzy Approximation for Convergent Model-Based Reinforcement Learning.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
1	Sudhakara P. Reddy, Raju S. Bapi, Chakravarthy Bhagvati, Bulusu Lakshmana Deekshatulu	Concept Pre-digestion Method for Image Relevance Reinforcement Learning.	ICCTA	2007	DBLP DOI BibTeX RDF	Concept Digestion Method, Reinforcement Learning, Relevance Feedback, Q-Learning
1	Ju Jiang, Mohamed S. Kamel	Pitch Control of an Aircraft with Aggregated Reinforcement Learning Algorithms.	IJCNN	2007	DBLP DOI BibTeX RDF
1	Anton Maximilian Schäfer, Daniel Schneegaß, Volkmar Sterzing, Steffen Udluft	A Neural Reinforcement Learning Approach to Gas Turbine Control.	IJCNN	2007	DBLP DOI BibTeX RDF
1	Kimura Kimura	Reinforcement learning in multi-dimensional state-action space using random rectangular coarse coding and Gibbs sampling.	IROS	2007	DBLP DOI BibTeX RDF
1	Wooyoung Kwon, Il Hong Suh, Sanghoon Lee 0002, Young-Jo Cho	Fast reinforcement learning using stochastic shortest paths for a mobile robot.	IROS	2007	DBLP DOI BibTeX RDF
1	Laëtitia Matignon, Guillaume J. Laurent, Nadine Le Fort-Piat	Hysteretic q-learning : an algorithm for decentralized reinforcement learning in cooperative multi-agent teams.	IROS	2007	DBLP DOI BibTeX RDF
1	Jun Morimoto, Christopher G. Atkeson, Gen Endo, Gordon Cheng	Improving humanoid locomotive performance with learnt approximated dynamics via Gaussian processes for regression.	IROS	2007	DBLP DOI BibTeX RDF
1	Ju Jiang, Mohamed S. Kamel	Aggregation of tiling-based reinforcement learning algorithms.	SMC	2007	DBLP DOI BibTeX RDF
1	Xianghai Wu, Jonathan Kofman, Hamid R. Tizhoosh	Active exploratory q-learning for large problems.	SMC	2007	DBLP DOI BibTeX RDF
1	Gerald Tesauro	Reinforcement Learning in Autonomic Computing: A Manifesto and Case Studies.	IEEE Internet Computing	2007	DBLP DOI BibTeX RDF	reinforcement learning, training, autonomic computing, systems management
1	Stefan Elfwing, Eiji Uchibe, Kenji Doya, Henrik I. Christensen	Evolutionary Development of Hierarchical Learning Structures.	IEEE Trans. Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Xin Xu, Dewen Hu, Xicheng Lu	Kernel-Based Least Squares Policy Iteration for Reinforcement Learning.	IEEE Transactions on Neural Networks	2007	DBLP DOI BibTeX RDF
1	Wipawee Usaha, Javier A. Barria	Reinforcement Learning for Resource Allocation in LEO Satellite Networks.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2007	DBLP DOI BibTeX RDF
1	Amanda M. Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi	Idiotypic Immune Networks in Mobile-Robot Control.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2007	DBLP DOI BibTeX RDF
1	Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska	Continuous-State Reinforcement Learning with Fuzzy Approximation.	Adaptive Agents and Multi-Agents Systems	2007	DBLP DOI BibTeX RDF
1	Matthew Grounds, Daniel Kudenko	Parallel Reinforcement Learning with Linear Function Approximation.	Adaptive Agents and Multi-Agents Systems	2007	DBLP DOI BibTeX RDF
1	Arturo Servin, Daniel Kudenko	Multi-agent Reinforcement Learning for Intrusion Detection.	Adaptive Agents and Multi-Agents Systems	2007	DBLP DOI BibTeX RDF
1	Joost Broekens	Emotion and Reinforcement: Affective Facial Expressions Facilitate Robot Learning.	Artifical Intelligence for Human Computing	2007	DBLP DOI BibTeX RDF	Reinforcement Learning, Affect, Human-in-the-Loop
1	Andrea Bonarini, Alessandro Lazaric, Marcello Restelli	Reinforcement Learning in Complex Environments Through Multiple Adaptive Partitions.	AI*IA	2007	DBLP DOI BibTeX RDF
1	Terran Lane, Martin Ridens, Scott Stevens	Reinforcement Learning in Nonstationary Environment Navigation Tasks.	Canadian Conference on AI	2007	DBLP DOI BibTeX RDF
1	José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Mónica Climente-Martí, Teresa De Diego-Santos, N. Víctor Jiménez	Validation of a Reinforcement Learning Policy for Dosage Optimization of Erythropoietin.	Australian Conference on Artificial Intelligence	2007	DBLP DOI BibTeX RDF
1	Francis Maes, Ludovic Denoyer, Patrick Gallinari	Sequence Labeling with Reinforcement Learning and Ranking Algorithms.	ECML	2007	DBLP DOI BibTeX RDF
1	Daan Wierstra, Jürgen Schmidhuber	Policy Gradient Critics.	ECML	2007	DBLP DOI BibTeX RDF
1	José Antonio Martin H., Javier de Lope Asiaín	A k-NN Based Perception Scheme for Reinforcement Learning.	EUROCAST	2007	DBLP DOI BibTeX RDF	Collective Decision Making, Reinforcement Learning, k-Nearest-Neighbors
1	Pawel Wawrzynski	Reinforcement Learning in Fine Time Discretization.	ICANNGA	2007	DBLP DOI BibTeX RDF
1	Daan Wierstra, Alexander Förster, Jan Peters, Jürgen Schmidhuber	Solving Deep Memory POMDPs with Recurrent Policy Gradients.	ICANN	2007	DBLP DOI BibTeX RDF
1	Kazuyuki Hiraoka, Manabu Yoshida, Taketoshi Mishima	Parallel Reinforcement Learning for Weighted Multi-criteria Model with Adaptive Margin.	ICONIP	2007	DBLP DOI BibTeX RDF