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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 301–325 of 1918 papers

TitleStatusHype
A finite time analysis of distributed Q-learning—0
Exclusively Penalized Q-learning for Offline Reinforcement Learning—0
Learning To Play Atari Games Using Dueling Q-Learning and Hebbian PlasticityCode0
Stochastic Q-learning for Large Discrete Action Spaces—0
Deep Reinforcement Learning for Real-Time Ground Delay Program Revision and Corresponding Flight Delay Assignments—0
Smart Sampling: Self-Attention and Bootstrapping for Improved Ensembled Q-Learning—0
An Initial Introduction to Cooperative Multi-Agent Reinforcement Learning—0
An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models—0
SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory SystemsCode0
Enhancing Q-Learning with Large Language Model Heuristics—0
A Network Simulation of OTC Markets with Multiple Agents—0
Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach—0
Regularized Q-learning through Robust AveragingCode0
LOQA: Learning with Opponent Q-Learning Awareness—0
Cell Switching in HAPS-Aided Networking: How the Obscurity of Traffic Loads Affects the Decision—0
Numeric Reward Machines—0
Reinforcement Learning Problem Solving with Large Language Models—0
Using Deep Q-Learning to Dynamically Toggle between Push/Pull Actions in Computational Trust Mechanisms—0
Q-learning with temporal memory to navigate turbulence—0
Age of Information Minimization using Multi-agent UAVs based on AI-Enhanced Mean Field Resource Allocation—0
Recursive Backwards Q-Learning in Deterministic Environments—0
AFU: Actor-Free critic Updates in off-policy RL for continuous controlCode0
Research on Robot Path Planning Based on Reinforcement LearningCode1
Unified ODE Analysis of Smooth Q-Learning Algorithms—0
Continuous-time Risk-sensitive Reinforcement Learning via Quadratic Variation Penalty—0
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