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Q-Learning

The goal of Q-learning is to learn a policy, which tells an agent what action to take under what circumstances.

( Image credit: Playing Atari with Deep Reinforcement Learning )

Papers

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Showing 951–1000 of 1918 papers

TitleStatusHype
Transferred Q-learning—0
Intelligent Autonomous Intersection Management—0
Multiple Correlated Jammers Nullification using LSTM-based Deep Dueling Neural Network—0
Stochastic Gradient Descent with Dependent Data for Offline Reinforcement Learning—0
A deep Q-learning method for optimizing visual search strategies in backgrounds of dynamic noise—0
Deep Reinforcement Learning with Spiking Q-learning—0
Optimal variance-reduced stochastic approximation in Banach spaces—0
Deep Q-learning: a robust control approachCode0
A Family of Cognitively Realistic Parsing Environments for Deep Reinforcement Learning—0
Criticality-Based Varying Step-Number Algorithm for Reinforcement Learning—0
Task Independent Capsule-Based Agents for Deep Q-Learning—0
Age-of-information minimization via opportunistic sampling by an energy harvesting source—0
Sales Time Series Analytics Using Deep Q-Learning—0
Reinforcement Learning for Task Specifications with Action-Constraints—0
Operator Deep Q-Learning: Zero-Shot Reward Transferring in Reinforcement Learning—0
A Statistical Analysis of Polyak-Ruppert Averaged Q-learningCode0
A Graph Attention Learning Approach to Antenna Tilt Optimization—0
Task and Model Agnostic Adversarial Attack on Graph Neural NetworksCode0
Aerial Base Station Positioning and Power Control for Securing Communications: A Deep Q-Network Approach—0
Amortized Noisy Channel Neural Machine Translation—0
Finite-Sample Analysis of Decentralized Q-Learning for Stochastic Games—0
Teaching a Robot to Walk Using Reinforcement Learning—0
Control-Tutored Reinforcement Learning: Towards the Integration of Data-Driven and Model-Based Control—0
Quantum Architecture Search via Continual Reinforcement Learning—0
High-Dimensional Stock Portfolio Trading with Deep Reinforcement Learning—0
Replay For Safety—0
Deep Q-Learning Market Makers in a Multi-Agent Simulated Stock Market—0
Application of Deep Reinforcement Learning to Payment Fraud—0
Convergence Results For Q-Learning With Experience Replay—0
Pragmatic Implementation of Reinforcement Algorithms For Path Finding On Raspberry Pi—0
A Risk-Averse Preview-based Q-Learning Algorithm: Application to Highway Driving of Autonomous Vehicles—0
Finite Sample Analysis of Average-Reward TD Learning and Q-Learning—0
Faster Non-asymptotic Convergence for Double Q-learning—0
Solving reward-collecting problems with UAVs: a comparison of online optimization and Q-learningCode0
Continuous Control With Ensemble Deep Deterministic Policy GradientsCode0
Final Adaptation Reinforcement Learning for N-Player Games—0
DeepCQ+: Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for Highly Dynamic Networks—0
Count-Based Temperature Scheduling for Maximum Entropy Reinforcement Learning—0
Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion DetectionCode0
Multicrew Scheduling and Routing in Road Network Restoration Based on Deep Q-learning—0
Reversible Action Design for Combinatorial Optimization with ReinforcementLearning—0
The Impact of Data Distribution on Q-learning with Function ApproximationCode0
Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures—0
Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance—0
Compressive Features in Offline Reinforcement Learning for Recommender Systems—0
Consecutive Task-oriented Dialog Policy Learning—0
Where to Look: A Unified Attention Model for Visual Recognition with Reinforcement Learning—0
Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity—0
On Assessing The Safety of Reinforcement Learning algorithms Using Formal Methods—0
Supervised Advantage Actor-Critic for Recommender Systems—0
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