Keywords: path planning; reinforcement learning; neural networks; Q-learning; convolution networks; Q-network;
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Keywords: Reinforcement learning (RL); Q-learning; Reactive control; Point absorber; Wave energy converter (WEC);
Keywords: Networked control; Optimal control; Q-learning;
Keywords: Demand response; Dynamic pricing; Artificial intelligence; Reinforcement learning; Markov decision process; Q-learning;
Keywords: Aging; Reinforcement learning; Dopamine; Q-learning; Parkinson's disease;
Keywords: Hyper-heuristic; Q-learning; Automatic design; Cross-domain heuristic search;
Keywords: Reinforcement learning; traffic optimization; traffic light control; Q-learning; urban mobility;
Keywords: Reinforcement learning; Q-learning; Off-policy; Adaptive clustering; Multiobjective learning;
Keywords: Electricity markets; Risk aversion; Q-learning; Agent-based simulation; Imperfect competition;
Simulation-based optimization of radiotherapy: Agent-based modeling and reinforcement learning
Keywords: Agent-based modeling; Reinforcement learning; Radiotherapy; Q-learning; Cancer treatment;
Keywords: Active object recognition; Deep learning; Q-learning;
Keywords: Reinforcement learning; Multi-objective optimization; MOMDPs; Q-learning;
Keywords: Big data; 5G wireless networks; Markovian game; Multi-agent system; Q-learning
Keywords: Blackout; Cascading failure; Q-learning; Real-time; Reinforcement learning; Smart grids
Keywords: Web service composition; Multi-agent; Reinforcement learning; Q-learning
Keywords: Train rescheduling; Artificial intelligence; Reinforcement learning; Q-learning
Keywords: Loosely symmetric model; Q-learning; Acrobot; Giant-swing robot; Partially observable markov decision process; Biologically inspired cognitive architecture;
Keywords: Attention control; Broadcast soccer video; Event detection; Q-learning; Semantic video analysis;
Keywords: Reinforcement learning; Q-learning; Bag of features; Descriptors
Keywords: Traffic signal timing; Machine learning; Q-learning; Neural Network; Fuzzy logic systems; ANFIS; Cuckoo search
Keywords: Reinforcement learning; Predator prey; Agent-based model; Q-learning;
Keywords: Traffic signal timing; Machine learning; Q-learning; Neural network; Fuzzy logic system; Isolated intersection;
Keywords: Production; Random customer demands; Look-ahead control; Semi-Markov decision process; Q-learning
Keywords: Cellular traffic offloading; Opportunistic networking; Reinforcement learning; Actor–critic; Q-learning
Keywords: Q-learning; Exploration-exploitation dilemma; Bio-inspired computing; Cognitive bias; Loosely symmetric model; Acrobot; Multi-armed bandit problems;
Keywords: Opposition-based learning; Reinforcement learning; Q-learning; Sarsa; Reservoir management; Grid world
Keywords: Multi-agent systems; Reinforcement Learning; Hierarchical learning; Q-learning; State aggregation; Hide-and-Seek
Keywords: R41; R42; L92; O18; Reinforcement learning; Q-learning; Multi-agent systems; Yard crane scheduling; Drayage operations;
Keywords: Dynamic programming; Markov decision processes; Reinforcement learning; Q-learning; Multiagent learning; Neural networks; Game playing; Othello
Keywords: Bayesian statistics; Q-learning; Parameter estimation; Model comparison
Keywords: Q-Learning; ALOHA; Medium access control; Wireless sensor networks
Keywords: Obstacle avoidance; Neural networks; Q-learning; Virtual reality
Q-learning for Markov decision processes with a satisfiability criterion
Keywords: Markov decision processes; Satisfiability; Q-learning; Replicator dynamics; Differential inclusions;
Hybrid Directional CR-MAC based on Q-Learning with Directional Power Control
Keywords: Software defined cognitive radio network; MAC protocol; Directional antennas; Software defined radio; Q-learning; Power control;
Output feedback Q-learning for discrete-time linear zero-sum games with application to the H-infinity control
Keywords: Reinforcement learning; ADP; Q-learning; Zero-sum games; H-infinity control; Output feedback;
Stochastic linear quadratic optimal control for model-free discrete-time systems based on Q-learning algorithm
Keywords: Q-learning; H matrix; Stochastic linear quadratic optimal control; Stochastic algebra equation; Well-posedness;
A hybrid method of 2-TSP and novel learning-based GA for job sequencing and tool switching problem
Keywords: Combinatorial optimization; Job scheduling; Tool switches; Genetic algorithm; Q-learning; Reinforcement learning;
Data-driven model-free slip control of anti-lock braking systems using reinforcement Q-learning
Keywords: Anti-lock braking system; Model free control; Neural networks; Q-learning;
A league championship algorithm equipped with network structure and backward Q-learning for extracting stock trading rules
Keywords: Stock trading rule extraction; Technical analysis; Reinforcement learning; Q-learning; Genetic network programming; League championship algorithm;
Using deep Q-learning to understand the tax evasion behavior of risk-averse firms
Keywords: Markov decision processes; Tax evasion; Q-learning; Deep learning;
A Q-learning-based memetic algorithm for multi-objective dynamic software project scheduling
Keywords: Metaheuristics; Dynamic software project scheduling; Multi-objective memetic algorithms; Mathematical modeling; Q-learning;
Q-learning for continuous-time linear systems: A model-free infinite horizon optimal control approach
Keywords: Q-learning; Actor/critic approximators; Optimal control; Uncertain systems;
A task scheduling algorithm based on Q-learning and shared value function for WSNs
Keywords: Wireless sensor networks; Sensor nodes; Task scheduling; Q-learning; Shared value function;
A model of symbolic processing in Raven's progressive matrices
Keywords: Cognitive model; Raven's progressive matrices; Q-learning; Associative memory;
Integrating estimation of distribution algorithms versus Q-learning into Meta-RaPS for solving the 0-1 multidimensional knapsack problem
Keywords: Machine learning; Estimation of distribution algorithms; Q-learning; Meta-RaPS; 0-1 multidimensional knapsack problem;
Design and stochastic geometric analysis of an efficient Q-Learning based physical resource block allocation scheme to maximize the spectral efficiency of Device-to-Device overlaid cellular networks
Keywords: Cellular network; Overlay D2D communication; Channel assignment; Power control; Energy efficiency; Q-Learning; Stochastic geometry;
A Q-learning-based multi-agent system for data classification
Keywords: Fuzzy ARTMAP; Multi-agent system; Q-learning; Trust measurement; Data classification;
Improvement of LMI controllers of Takagi-Sugeno models via Q-learning*
Keywords: Reinforcement learning; adaptive dynamic programming; Q-learning; Takagi-Sugeno; LMI
A Q-backpropagated time delay neural network for diagnosing severity of gait disturbances in Parkinson's disease
Keywords: Clinical decision-making system; Parkinson's disease; Gait; Time delay neural network; Backpropagation; Q-learning;
A hybrid model of fuzzy ARTMAP and genetic algorithm for data classification and rule extraction
Keywords: Fuzzy ARTMAP; Reinforcement learning; Q-learning; Data classification; Rule extraction; Genetic algorithm