Computing Optimal Checkpointing Strategies for Rollback and Recovery Systems
IEEE Transactions on Computers - Fault-Tolerant Computing
Dyna, an integrated architecture for learning, planning, and reacting
ACM SIGART Bulletin
A framework for integrating perception, action, and trial-and-error learning
ACM SIGART Bulletin
Closed-loop control with delayed information
SIGMETRICS '92/PERFORMANCE '92 Proceedings of the 1992 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Markov decision processes in large state spaces
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Optimal scheduling of handoffs in cellular networks
IEEE/ACM Transactions on Networking (TON)
Bounding errors introduced by clustering of customers in closed product-form queuing networks
Journal of the ACM (JACM)
Importance sampling for Markov chains: computing variance and determining optimal measures
WSC '96 Proceedings of the 28th conference on Winter simulation
On optimal call admission control in cellular networks
Wireless Networks
Processor Assignment and Execution Sequence for Multiversion Software
IEEE Transactions on Computers
Proceedings of the first international conference on Information and computation economies
Broadcast scheduling for information distribution
Wireless Networks
Colearning in Differential Games
Machine Learning
Reinforcement learning and mistake bounded algorithms
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
Efficient atomic broadcast using deterministic merge
Proceedings of the nineteenth annual ACM symposium on Principles of distributed computing
Controlling the robots of Web search engines
Proceedings of the 2001 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Reinforcement learning for fuzzy agents: application to a pighouse environment control
New learning paradigms in soft computing
Embedding a Priori Knowledge in Reinforcement Learning
Journal of Intelligent and Robotic Systems
Dynamic scheduling to minimize lost sales subject to set-up costs
Queueing Systems: Theory and Applications
Worst Traffic Passing Virtual Frame Regulation: Analysis with Dynamic Programming
Queueing Systems: Theory and Applications
Near-Optimal Reinforcement Learning in Polynomial Time
Machine Learning
Variable Resolution Discretization in Optimal Control
Machine Learning
Recent Advances in Hierarchical Reinforcement Learning
Discrete Event Dynamic Systems
Optimal Remapping in Dynamic Bulk Synchronous Computations via a Stochastic Control Approach
IEEE Transactions on Parallel and Distributed Systems
Problem Decomposition for Behavioural Cloning
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Optimal Remapping in Dynamic Bulk Synchronous Computations via a Stochastic Control Approach
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Optimization and Simulation: Sequential Packing of Flexible Objects Using Evolutionary Algorithms
SAGA '01 Proceedings of the International Symposium on Stochastic Algorithms: Foundations and Applications
Model and Optimal Call Admission Policy in Cellular Mobile Networks
NETWORKING '00 Proceedings of the IFIP-TC6 / European Commission International Conference on Broadband Communications, High Performance Networking, and Performance of Communication Networks
A POMDP formulation of preference elicitation problems
Eighteenth national conference on Artificial intelligence
A theoretical study on an accurate reconstruction of multiview images based on the Viterbi algorithm
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol.2)-Volume 2 - Volume 2
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
On the undecidability of probabilistic planning and related stochastic optimization problems
Artificial Intelligence - special issue on planning with uncertainty and incomplete information
Recent Advances in Hierarchical Reinforcement Learning
Discrete Event Dynamic Systems
Efficient rate-controlled bulk data transfer using multiple multicast groups
IEEE/ACM Transactions on Networking (TON)
Information Flows in Capacitated Supply Chains with Fixed Ordering Costs
Management Science
A New Decision Rule for Lateral Transshipments in Inventory Systems
Management Science
Routing Of Airplanes To Two Runways: Monotonicity Of Optimal Controls
Probability in the Engineering and Informational Sciences
BROADNETS '04 Proceedings of the First International Conference on Broadband Networks
An empirical study of policy convergence in Markov decision process value iteration
Computers and Operations Research
Computational intelligence for structured learning of a partner robot based on imitation
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent embedded agents
Media and data traffic coexistence in power-controlled wireless networks
WMuNeP '05 Proceedings of the 1st ACM workshop on Wireless multimedia networking and performance modeling
Correctness of Local Probability Propagation in Graphical Models with Loops
Neural Computation
A Powerful Approach for Effective Finding of Significantly Differentially Expressed Genes
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Reliable Due-Date Setting in a Capacitated MTO System with Two Customer Classes
Operations Research
Pricing Path-Dependent Securities by the Extended Tree Method
Management Science
Mathematics of Operations Research
A layered approach to learning coordination knowledge in multiagent environments
Applied Intelligence
Restricted gradient-descent algorithm for value-function approximation in reinforcement learning
Artificial Intelligence
Accelerating autonomous learning by using heuristic selection of actions
Journal of Heuristics
On the convergence of stochastic iterative dynamic programming algorithms
Neural Computation
Resilient dynamic power management under uncertainty
Proceedings of the conference on Design, automation and test in Europe
Adaptive parameter control of evolutionary algorithms to improve quality-time trade-off
Applied Soft Computing
Improving the Exploration Strategy in Bandit Algorithms
Learning and Intelligent Optimization
Auctions for Resource Allocation in Overlay Networks
Network Control and Optimization
Indefinite-horizon POMDPs with action-based termination
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Skill reconstruction as induction of LQ controllers with subgoals
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Accelerating reinforcement learning through implicit imitation
Journal of Artificial Intelligence Research
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
A model approximation scheme for planning in partially observable stochastic domains
Journal of Artificial Intelligence Research
Dealing with geometric constraints in game-theoretic planning
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Bounding the suboptimality of reusing subproblems
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Laplace distribution based Lagrangian rate distortion optimization for hybrid video coding
IEEE Transactions on Circuits and Systems for Video Technology
Utility-based on-line exploration for repeated navigation in an embedded graph
Artificial Intelligence
Learning to act using real-time dynamic programming
Artificial Intelligence
Delay-optimal power and precoder adaptation for multi-stream MIMO systems
IEEE Transactions on Wireless Communications
Low complexity precoder design for delay sensitive multi-stream MIMO systems
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Bayesian quickest change process detection
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 1
A retrospective on adaptive dynamic programming for control
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Computational intelligence for structured learning of a partner robot based on imitation
Information Sciences: an International Journal
Inference in credal networks: branch-and-bound methods and the A/R+ algorithm
International Journal of Approximate Reasoning
Restless watchdog: selective quickest spectrum sensing in multichannel cognitive radio systems
EURASIP Journal on Advances in Signal Processing - Special issue on dynamic spectrum access for wireless networking
Fuzzy decision tree function approximation in reinforcement learning
International Journal of Artificial Intelligence and Soft Computing
On the Topology of Discrete Strategies
International Journal of Robotics Research
Delay-optimal resource allocation for OFDMA systems via stochastic approximation
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Restless watchdog: monitoring multiple bands with blind period in cognitive radio systems
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Quickest change detection of a Markov process across a sensor array
IEEE Transactions on Information Theory
Stochastic optimal control for small noise intensities: the discrete-time case
WSEAS Transactions on Mathematics
Monitoring the progress of anytime problem-solving
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Distributive stochastic learning for delay-optimal OFDMA power and subband allocation
IEEE Transactions on Signal Processing
Reinforcement learning with time
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Photonic Network Communications
Adaptive ε-greedy exploration in reinforcement learning based on value differences
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
A minimum relative entropy principle for learning and acting
Journal of Artificial Intelligence Research
On optimal call admission control in cellular networks
INFOCOM'96 Proceedings of the Fifteenth annual joint conference of the IEEE computer and communications societies conference on The conference on computer communications - Volume 1
Quantifying the Degree of Self-Nestedness of Trees: Application to the Structural Analysis of Plants
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A Markovian process modeling for Pickomino
CG'10 Proceedings of the 7th international conference on Computers and games
On optimal scheduling algorithms for small generalized switches
IEEE/ACM Transactions on Networking (TON)
TECHNICAL NOTE---The Adaptive Knapsack Problem with Stochastic Rewards
Operations Research
Optimizing revenue for bandwidth auctions over networks with time reservations
Computer Networks: The International Journal of Computer and Telecommunications Networking
A dynamic programming strategy to balance exploration and exploitation in the bandit problem
Annals of Mathematics and Artificial Intelligence
A dynamic programming approach: Improving the performance of wireless networks
Journal of Parallel and Distributed Computing
A geometric approach to find nondominated policies to imprecise reward MDPs
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Policy invariance under reward transformations for general-sum stochastic games
Journal of Artificial Intelligence Research
Mathematics of Operations Research
Feasibility study of utility-directed behaviour for computer game agents
Proceedings of the 8th International Conference on Advances in Computer Entertainment Technology
On the complexity of policy iteration
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
On the complexity of solving Markov decision problems
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Fast value iteration for goal-directed Markov decision processes
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Inference in polytrees with sets of probabilities
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
An adaptive framework for solving multiple hard problems under time constraints
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
ARKAQ-learning: autonomous state space segmentation and policy generation
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
Kernel-Based reinforcement learning
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A framework for reactive motion and sensing planning: a critical events-based approach
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Building Intelligent Interactive Tutors: Student-centered strategies for revolutionizing e-learning
Building Intelligent Interactive Tutors: Student-centered strategies for revolutionizing e-learning
Simulation-Based graph similarity
TACAS'06 Proceedings of the 12th international conference on Tools and Algorithms for the Construction and Analysis of Systems
Sensing and Filtering: A Fresh Perspective Based on Preimages and Information Spaces
Foundations and Trends in Robotics
Leveraging domain knowledge to learn normative behavior: a bayesian approach
ALA'11 Proceedings of the 11th international conference on Adaptive and Learning Agents
Optimal inventory policies with non-stationary supply disruptions and advance supply information
Decision Support Systems
Optimal Service Control of a Serial Production Line with Unreliable Workstations and Random Demand
Automatica (Journal of IFAC)
Optimal control of renewable resources with alternative use
Mathematical and Computer Modelling: An International Journal
Text segmentation by product partition models and dynamic programming
Mathematical and Computer Modelling: An International Journal
Optimal control of polling models for transportation applications
Mathematical and Computer Modelling: An International Journal
Optical Switching and Networking
Solving H-horizon, stationary Markov decision problems in time proportional to log(H)
Operations Research Letters
Modular value iteration through regional decomposition
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Observability-based local path planning and obstacle avoidance using bearing-only measurements
Robotics and Autonomous Systems
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