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 251–275 of 1918 papers

Title	Date	Tasks	Status	Score
Efficient Model-free Reinforcement Learning in Metric Spaces	May 1, 2019	Q-Learningreinforcement-learning	CodeCode Available	5
Double Successive Over-Relaxation Q-Learning with an Extension to Deep Reinforcement Learning	Sep 10, 2024	Deep Reinforcement LearningOpenAI Gym	CodeCode Available	5
A Multi-Step Minimax Q-learning Algorithm for Two-Player Zero-Sum Markov Games	Jul 5, 2024	Q-Learning	CodeCode Available	5
Audio-Driven Reinforcement Learning for Head-Orientation in Naturalistic Environments	Sep 16, 2024	Audio Signal ProcessingDeep Reinforcement Learning	CodeCode Available	5
DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based Services	Dec 6, 2024	Deep Reinforcement LearningQ-Learning	CodeCode Available	5
Distributionally Robust Deep Q-Learning	May 25, 2025	Q-Learning	CodeCode Available	5
A disembodied developmental robotic agent called Samu Bátfai	Nov 9, 2015	Q-LearningReinforcement Learning	CodeCode Available	5
Double Q-PID algorithm for mobile robot control	Nov 1, 2018	Active LearningQ-Learning	CodeCode Available	5
An intelligent financial portfolio trading strategy using deep Q-learning	Jul 8, 2019	Q-Learning	CodeCode Available	5
Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet	Dec 15, 2022	Deep Reinforcement LearningMulti-agent Reinforcement Learning	CodeCode Available	5
Dual Ensembled Multiagent Q-Learning with Hypernet Regularizer	Feb 4, 2025	Q-LearningSMAC	CodeCode Available	5
Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods	Sep 22, 2021	continuous-controlContinuous Control	CodeCode Available	5
Angrier Birds: Bayesian reinforcement learning	Jan 6, 2016	Efficient ExplorationQ-Learning	CodeCode Available	5
Diagnosing Bottlenecks in Deep Q-learning Algorithms	Feb 26, 2019	continuous-controlContinuous Control	CodeCode Available	5
Designing Neural Network Architectures using Reinforcement Learning	Nov 7, 2016	General Classificationimage-classification	CodeCode Available	5
Active inference: demystified and compared	Sep 24, 2019	Atari GamesOpenAI Gym	CodeCode Available	5
Deterministic Implementations for Reproducibility in Deep Reinforcement Learning	Sep 15, 2018	Deep Reinforcement LearningQ-Learning	CodeCode Available	5
DeepTPI: Test Point Insertion with Deep Reinforcement Learning	Jun 7, 2022	Deep Reinforcement LearningGraph Neural Network	CodeCode Available	5
Deep-Q Learning with Hybrid Quantum Neural Network on Solving Maze Problems	Apr 20, 2023	Q-Learningreinforcement-learning	CodeCode Available	5
Action Candidate Driven Clipped Double Q-learning for Discrete and Continuous Action Tasks	Mar 22, 2022	Q-Learning	CodeCode Available	5
Deep Reinforcement Learning with a Natural Language Action Space	Nov 14, 2015	Deep Reinforcement LearningQ-Learning	CodeCode Available	5
DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinforcement Learning Systems for Multi-Agent Dense Traffic Navigation	Jan 9, 2018	Autonomous DrivingAutonomous Navigation	CodeCode Available	5
Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering	May 19, 2021	Deep Reinforcement LearningQ-Learning	CodeCode Available	5
An Empirical Study of Deep Reinforcement Learning in Continuing Tasks	Jan 12, 2025	Deep Reinforcement LearningMuJoCo	CodeCode Available	5
Deep reinforcement learning for time series: playing idealized trading games	Mar 11, 2018	Deep Reinforcement LearningQ-Learning	CodeCode Available	5

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