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 1876–1900 of 1918 papers

Title	Date	Tasks	Status
Reinforcement Learning approach for Real Time Strategy Games Battle city and S3	Feb 16, 2016	Q-LearningReal-Time Strategy Games	—Unverified
Using Deep Q-Learning to Control Optimization Hyperparameters	Feb 12, 2016	Q-LearningReinforcement Learning	—Unverified
Angrier Birds: Bayesian reinforcement learning	Jan 6, 2016	Efficient ExplorationQ-Learning	CodeCode Available
Taming the Noise in Reinforcement Learning via Soft Updates	Dec 28, 2015	Q-Learningreinforcement-learning	CodeCode Available
Increasing the Action Gap: New Operators for Reinforcement Learning	Dec 15, 2015	Atari GamesQ-Learning	CodeCode Available
Q-Networks for Binary Vector Actions	Dec 4, 2015	Q-Learningreinforcement-learning	—Unverified
Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions	Dec 3, 2015	Deep Reinforcement LearningQ-Learning	—Unverified
Robotic Search & Rescue via Online Multi-task Reinforcement Learning	Nov 29, 2015	Lifelong learningQ-Learning	—Unverified
Learning Simple Algorithms from Examples	Nov 23, 2015	Q-Learning	CodeCode Available
Deep Reinforcement Learning with a Natural Language Action Space	Nov 14, 2015	Deep Reinforcement LearningQ-Learning	CodeCode Available
A disembodied developmental robotic agent called Samu Bátfai	Nov 9, 2015	Q-LearningReinforcement Learning	CodeCode Available
Two Phase Q-learning for Bidding-based Vehicle Sharing	Sep 29, 2015	Decision MakingQ-Learning	—Unverified
Optimization of anemia treatment in hemodialysis patients via reinforcement learning	Sep 14, 2015	Decision MakingQ-Learning	—Unverified
Distributed Deep Q-Learning	Aug 18, 2015	Q-Learningreinforcement-learning	—Unverified
Artificial Prediction Markets for Online Prediction of Continuous Variables-A Preliminary Report	Aug 11, 2015	Decision MakingPrediction	—Unverified
Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution	Jul 2, 2015	Q-LearningSelf-Learning	CodeCode Available
Online Transfer Learning in Reinforcement Learning Domains	Jul 2, 2015	Q-Learningreinforcement-learning	—Unverified
Decentralized Q-Learning for Stochastic Teams and Games	Jun 25, 2015	Q-Learning	—Unverified
Autonomous CRM Control via CLV Approximation with Deep Reinforcement Learning in Discrete and Continuous Action Space	Apr 8, 2015	Deep Reinforcement LearningManagement	—Unverified
Energy Sharing for Multiple Sensor Nodes with Finite Buffers	Mar 17, 2015	Q-Learning	—Unverified
Correct-by-synthesis reinforcement learning with temporal logic constraints	Mar 5, 2015	Motion PlanningQ-Learning	—Unverified
Empirical Q-Value Iteration	Nov 30, 2014	Q-Learning	—Unverified
Q-learning for Optimal Control of Continuous-time Systems	Oct 11, 2014	Q-LearningReinforcement Learning	—Unverified
Learning to Cooperate via Policy Search	Aug 7, 2014	Q-Learningreinforcement-learning	—Unverified
Reinforcement Learning Based Algorithm for the Maximization of EV Charging Station Revenue	Jul 4, 2014	Q-Learningreinforcement-learning	—Unverified

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