Keywords: پروسه تصمیم گیری مارکوف; Smart assistance; Probabilistic driver models; Markov Decision Processes; Dynamic Bayesian Networks; Structure- and Parameter Learning of probabilistic graphical models; Discriminative learning;
مقالات ISI پروسه تصمیم گیری مارکوف (ترجمه نشده)
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Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Approximate dynamic programming; Queueing;
Keywords: پروسه تصمیم گیری مارکوف; Dynamic programming; Markov decision processes; Reinforcement learning; Q-learning; Multiagent learning; Neural networks; Game playing; Othello
Keywords: پروسه تصمیم گیری مارکوف; Inventory; Admission control; Make-to-order system; Setup cost; Markov decision processes
Keywords: پروسه تصمیم گیری مارکوف; Optimal control; Machine learning; Markov decision processes; Optimistic planning; Near-optimality analysis
Keywords: پروسه تصمیم گیری مارکوف; Inverse reinforcement learning; Learning from demonstration; Neural network; Autonomous navigation; Markov decision processes; Dynamic environments
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Bayesian state estimation; Model-based process control; Model predictive control; Clustering; Process simulation
Keywords: پروسه تصمیم گیری مارکوف; 68T27; 68T30; 03B70; 68N17Answer set programming; Markov Decision Processes; Stable models; Dynamic domains; Modeling and simulation
Q-learning for Markov decision processes with a satisfiability criterion
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Satisfiability; Q-learning; Replicator dynamics; Differential inclusions;
Discrete-time hybrid control in Borel spaces: Average cost optimality criterion
Keywords: پروسه تصمیم گیری مارکوف; Hybrid control systems; Markov decision processes; Dynamic programming; Ergodic (a.k.a. average) criterion;
Interval iteration algorithm for MDPs and IMDPs
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Value iteration; Stochastic verification;
Using deep Q-learning to understand the tax evasion behavior of risk-averse firms
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Tax evasion; Q-learning; Deep learning;
UAV Using Dec-POMDP Model for Increasing the Level of Security in the Company
Keywords: پروسه تصمیم گیری مارکوف; Fuzzy Logic; DEC-POMDP; Markov decision processes; unmanned aerial vehicle; information systems; decision making under uncertainity;
Multi-class, multi-resource advance scheduling with no-shows, cancellations and overbooking
Keywords: پروسه تصمیم گیری مارکوف; Approximate dynamic programming; Markov decision processes
Nearly-optimal scheduling of users with Markovian time-varying transmission rates
Keywords: پروسه تصمیم گیری مارکوف; Wireless networks; Opportunistic scheduling; Finite state Markov channel; Non-i.i.d.; Markov decision processes; Stability
What is decidable about partially observable Markov decision processes with Ï-regular objectives
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Partially observable Markov decision processes (POMDPs); Ï-Regular conditions; Parity objectives; Finite-memory strategies;
PH-graphs for analyzing shortest path problems with correlated traveling times
Keywords: پروسه تصمیم گیری مارکوف; Stochastic shortest path problems; Markov decision processes; Phase type distributions; Correlated edge weights
In the quantitative automata zoo
Keywords: پروسه تصمیم گیری مارکوف; Quantitative verification; Markov decision processes; Timed automata; Hybrid automata; Compositional modelling
A model to support IT infrastructure planning and the allocation of IT governance authority
Keywords: پروسه تصمیم گیری مارکوف; Decision support systems; IT governance; Markov decision processes; Case studies; IT infrastructure planning; Global operations
Near-optimal PAC bounds for discounted MDPs
Keywords: پروسه تصمیم گیری مارکوف; Sample-complexity; PAC bounds; Markov decision processes; Reinforcement learning
Distributed probabilistic input/output automata: Expressiveness, (un)decidability and algorithms
Keywords: پروسه تصمیم گیری مارکوف; Probabilistic systems; Distributed systems; Nondeterminism; Interleaving; Markov decision processes; Partial observation;
MILP based value backups in partially observed Markov decision processes (POMDPs) with very large or continuous action and observation spaces
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Dynamic programming; Mathematical programming; Partial observation; Network reliability;
On functional equations for KKth best policies in Markov decision processes
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Dynamic programming; Ranks
Optimal admission control for tandem loss systems with two stations
Keywords: پروسه تصمیم گیری مارکوف; Admission control; Loss systems; Tandem queues; Markov decision processes; Stochastic dynamic programming
On discounted approximations of undiscounted stochastic games and Markov decision processes with limited randomness
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Zero-sum stochastic games; Discounted stochastic games; Pseudo-polynomial algorithms; Saddle point
Optimal maintenance policy for multi-component systems under Markovian environment changes
Keywords: پروسه تصمیم گیری مارکوف; Maintenance policy; Multi-component system; Environmental influence; Opportunistic maintenance; Markov decision processes
Maximizing throughput in finite-source parallel queue systems
Keywords: پروسه تصمیم گیری مارکوف; Markov processes; Queueing; Routing to parallel queues; Dispatching systems; Markov decision processes
On Bellman’s principle with inequality constraints
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Constrained optimization; Bellman; Time consistency
Error bounds for constant step-size QQ-learning
Keywords: پروسه تصمیم گیری مارکوف; QQ-learning; Markov decision processes; Stochastic approximation
Optimal patient and personnel scheduling policies for care-at-home service facilities
Keywords: پروسه تصمیم گیری مارکوف; OR in health services; Care-at-home facilities; Markov decision processes; Personnel planning; Scheduling;
On bidding for a fixed number of items in a sequence of auctions
Keywords: پروسه تصمیم گیری مارکوف; Stochastic processes; Dynamic programming; Markov Decision Processes; Auctions/bidding
Multi-path content delivery: Efficiency analysis and optimization algorithms
Keywords: پروسه تصمیم گیری مارکوف; Video streaming; Multi-path delivery; Rate-distortion optimization; Packet scheduling; Rate allocation; Server diversity; Joint source-channel coding; Markov decision processes
On defect propagation in multi-machine stochastically deteriorating systems with incomplete information
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Dynamic programming; Random deterioration; Maintenance; Inspection
Average control of Markov decision processes with Feller transition probabilities and general action spaces
Keywords: پروسه تصمیم گیری مارکوف; Markov Decision Processes; Average cost; General Borel spaces; Feller transition probabilities; Non-compact action set; Policy iteration
Dynamic multi-appointment patient scheduling for radiation therapy
Keywords: پروسه تصمیم گیری مارکوف; Patient scheduling; OR in health services; Markov decision processes; Linear programming; Approximate dynamic programming
In-transit perishable product inspection
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Cold supply chain; Perishable freight transportation
Time aggregated Markov decision processes via standard dynamic programming
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Time aggregation; Dynamic programming
Markov decision processes with state-dependent discount factors and unbounded rewards/costs
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; State-dependent discount factors; Unbounded costs/rewards; Optimal stationary policy; Optimal value function
Approximate dynamic programming via direct search in the space of value function approximations
Keywords: پروسه تصمیم گیری مارکوف; Dynamic programming; Markov decision processes; Convex optimization; Direct search methods
A general approach for population games with application to vaccination
Keywords: پروسه تصمیم گیری مارکوف; Population games; Epidemiology; Vaccination; Infectious diseases; Markov decision processes
Optimal resource allocation in synchronized multi-tier Internet services
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Multi-tier Internet services, optimal control; Queuing networks; Resource allocation; Synchronization
Optimizing revenue for bandwidth auctions over networks with time reservations
Keywords: پروسه تصمیم گیری مارکوف; Bandwidth auctions; Markov decision processes; Utility maximization
Admission control and pricing in a queue with batch arrivals
Keywords: پروسه تصمیم گیری مارکوف; Batch queues; Pricing; Admission control; Markov decision processes
Short-term pump schedule optimization using MDP and neutral GA
Keywords: پروسه تصمیم گیری مارکوف; distribution automation; Markov decision processes; nonlinear control; optimal control; scheduling algorithms
Conservation decision-making in large state spaces
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Stochastic dynamic programming; Metapopulation; Optimal management; On-line sparse sampling algorithm
Optimal control of a production–inventory system with customer impatience
Keywords: پروسه تصمیم گیری مارکوف; Production–inventory systems; Customer impatience; Optimal control; Make-to-stock queues; Markov decision processes
Simulation-based optimization of Markov decision processes: An empirical process theory approach
Keywords: پروسه تصمیم گیری مارکوف; Markov decision processes; Learning algorithms; Monte Carlo simulation; Stochastic Control; Optimization
Timing of testing and treatment for asymptomatic diseases
Keywords: پروسه تصمیم گیری مارکوف; Disease modeling; Markov decision processes; Asymptomatic diseases; Disease screening and intervention; Hepatitis C
Optimally maintaining a Markovian deteriorating system with limited imperfect repairs
Keywords: پروسه تصمیم گیری مارکوف; Reliability; Limited repairs; Threshold-type policy; Markov decision processes
Fast convergence to state-action frequency polytopes for MDPs
Keywords: پروسه تصمیم گیری مارکوف; Markov Decision Processes; State-action frequencies; Polytopes; Deviation bounds