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Quantum Deep Reinforcement Learning for Robot Navigation Tasks
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/0-306-47097-7_1openalex-snapshot
Quantum Robots Plus Environments
inferredcites →https://doi.org/10.1007/978-3-030-83098-4openalex-snapshot
Machine Learning with Quantum Computers
inferredcites →https://doi.org/10.1007/bf00992699openalex-snapshot
Self-improving reactive agents based on reinforcement learning, planning and teaching
inferredcites →https://doi.org/10.1007/s11128-023-03867-9openalex-snapshot
Quantum reinforcement learning
inferredcites →https://doi.org/10.1007/s11768-021-00063-xopenalex-snapshot
Quantum-enhanced reinforcement learning for control: a preliminary study
inferredcites →https://doi.org/10.1007/s42484-021-00056-8openalex-snapshot
An introduction to quantum machine learning: from quantum logic to quantum deep learning
inferredcites →https://doi.org/10.1007/s42484-022-00068-yopenalex-snapshot
Quantum reinforcement learning: the maze problem
inferredcites →https://doi.org/10.1007/s42484-023-00116-1openalex-snapshot
Quantum reinforcement learning via policy iteration
inferredcites →https://doi.org/10.1016/j.jfranklin.2022.08.021openalex-snapshot
Uncovering instabilities in variational-quantum deep Q-networks
inferredcites →https://doi.org/10.1016/s0377-0427(99)00088-6openalex-snapshot
Closed-form expressions for the finite difference approximations of first and higher derivatives based on Taylor series
inferredcites →https://doi.org/10.1017/cbo9780511976667openalex-snapshot
Quantum Computation and Quantum Information
inferredcites →https://doi.org/10.1038/d41586-019-02936-3openalex-snapshot
Beyond quantum supremacy: the hunt for useful quantum computers
inferredcites →https://doi.org/10.1038/nature14236openalex-snapshot
Human-level control through deep reinforcement learning
inferredcites →https://doi.org/10.1038/ncomms5213openalex-snapshot
A variational eigenvalue solver on a photonic quantum processor
inferredcites →https://doi.org/10.1038/npjqi.2015.23openalex-snapshot
Quantum algorithms: an overview
inferredcites →https://doi.org/10.1038/s41467-018-07090-4openalex-snapshot
Barren plateaus in quantum neural network training landscapes
inferredcites →https://doi.org/10.1038/s41467-022-35364-5openalex-snapshot
Quantum variational algorithms are swamped with traps
inferredcites →https://doi.org/10.1038/s41567-019-0648-8openalex-snapshot
Quantum convolutional neural networks
inferredcites →https://doi.org/10.1038/s41567-021-01287-zopenalex-snapshot
A rigorous and robust quantum speed-up in supervised machine learning
inferredcites →https://doi.org/10.1038/s41586-021-03242-7openalex-snapshot
Experimental quantum speed-up in reinforcement learning agents
inferredcites →https://doi.org/10.1038/s42254-021-00348-9openalex-snapshot
Variational quantum algorithms
inferredcites →https://doi.org/10.1038/srep00400openalex-snapshot
Projective simulation for artificial intelligence
inferredcites →https://doi.org/10.1088/1367-2630/18/2/023023openalex-snapshot
The theory of variational hybrid quantum-classical algorithms
inferredcites →https://doi.org/10.1088/1367-2630/ac5b56openalex-snapshot
Performance analysis of a hybrid agent for quantum-accessible reinforcement learning
inferredcites →https://doi.org/10.1088/2058-9565/aaef5eopenalex-snapshot
Speeding-up the decision making of a learning agent using an ion trap quantum processor
inferredcites →https://doi.org/10.1088/2058-9565/ab4eb5openalex-snapshot
Parameterized quantum circuits as machine learning models
inferredcites →https://doi.org/10.1088/2632-2153/ac4559openalex-snapshot
Variational quantum reinforcement learning via evolutionary optimization
inferredcites →https://doi.org/10.1103/physreva.102.032420openalex-snapshot
Robust data encodings for quantum classifiers
inferredcites →https://doi.org/10.1103/physreva.103.032430openalex-snapshot
Effect of data encoding on the expressive power of variational quantum-machine-learning models
inferredcites →https://doi.org/10.1103/physreva.105.062403openalex-snapshot
Short quantum circuits in reinforcement learning policies for the vehicle routing problem
inferredcites →https://doi.org/10.1103/physreva.58.893openalex-snapshot
Quantum robots and environments
inferredcites →https://doi.org/10.1103/physrevlett.103.150502openalex-snapshot
Quantum Algorithm for Linear Systems of Equations
inferredcites →https://doi.org/10.1103/physrevlett.117.130501openalex-snapshot
Quantum-Enhanced Machine Learning
inferredcites →https://doi.org/10.1103/physrevlett.127.120502openalex-snapshot
Training Variational Quantum Algorithms Is NP-Hard
inferredcites →https://doi.org/10.1103/physrevlett.131.100803openalex-snapshot
Classical Surrogates for Quantum Learning Models
inferredcites →https://doi.org/10.1103/physrevx.4.031002openalex-snapshot
Quantum Speedup for Active Learning Agents
inferredcites →https://doi.org/10.1109/access.2020.3010470openalex-snapshot
Variational Quantum Circuits for Deep Reinforcement Learning
inferredcites →https://doi.org/10.1109/cec55065.2022.9870269openalex-snapshot
Quantum Circuit Evolution on NISQ Devices
inferredcites →https://doi.org/10.1109/icra.2017.7989385openalex-snapshot
Deep reinforcement learning for robotic manipulation with asynchronous off-policy updates
inferredcites →https://doi.org/10.1109/ictc52510.2021.9620885openalex-snapshot
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation
inferredcites →https://doi.org/10.1109/lwc.2021.3089876openalex-snapshot
Intelligent Trajectory Planning in UAV-Mounted Wireless Networks: A Quantum-Inspired Reinforcement Learning Perspective
inferredcites →https://doi.org/10.1109/qce52317.2021.00028openalex-snapshot
Photonic Quantum Policy Learning in OpenAI Gym
inferredcites →https://doi.org/10.1109/sfcs.1994.365700openalex-snapshot
Algorithms for quantum computation: discrete logarithms and factoring
inferredcites →https://doi.org/10.1109/smc.2017.8122616openalex-snapshot
Advances in quantum reinforcement learning
inferredcites →https://doi.org/10.1109/tcyb.2021.3053414openalex-snapshot
Deep Reinforcement Learning With Quantum-Inspired Experience Replay
inferredcites →https://doi.org/10.1109/tmech.2010.2090896openalex-snapshot
Robust Quantum-Inspired Reinforcement Learning for Robot Navigation
inferredcites →https://doi.org/10.1109/tnn.1998.712192openalex-snapshot
Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1145/237814.237866openalex-snapshot
A fast quantum mechanical algorithm for database search
inferredcites →https://doi.org/10.1177/0278364919887447openalex-snapshot
Learning dexterous in-hand manipulation
inferredcites →https://doi.org/10.1186/s42467-020-00006-3openalex-snapshot
AI-perspectives: the Turing option
inferredcites →https://doi.org/10.1609/aaai.v30i1.10295openalex-snapshot
Deep Reinforcement Learning with Double Q-Learning
inferredcites →https://doi.org/10.1609/aiide.v16i1.7437openalex-snapshot
Reinforcement Learning with Quantum Variational Circuit
inferredcites →https://doi.org/10.22331/q-2018-08-06-79openalex-snapshot
Quantum Computing in the NISQ era and beyond
inferredcites →https://doi.org/10.22331/q-2020-02-06-226openalex-snapshot
Data re-uploading for a universal quantum classifier
inferredcites →https://doi.org/10.22331/q-2022-05-24-720openalex-snapshot
Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning
inferredcites →https://doi.org/10.4230/oasics.dx.2024.16openalex-snapshot
Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper)
inferredcites →https://doi.org/10.4230/oasics.parma-ditam.2026.5openalex-snapshot
LAMINA: An MLIR-Based Translation Library for Heterogeneous Quantum-Classical Compilation
inferredcites →https://doi.org/10.48550/arxiv.1603.04467openalex-snapshot
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
inferredcites →https://doi.org/10.48550/arxiv.2009.02823openalex-snapshot
Efficient calculation of gradients in classical simulations of variational quantum algorithms
inferredcites →https://doi.org/10.48550/arxiv.2112.11921openalex-snapshot
Variational Quantum Soft Actor-Critic
inferredcites →https://doi.org/10.48550/arxiv.2203.14348openalex-snapshot
Unentangled quantum reinforcement learning agents in the OpenAI Gym
inferredcites →https://doi.org/10.48550/arxiv.2211.03464openalex-snapshot
A Survey on Quantum Reinforcement Learning
inferredcites →https://doi.org/10.48550/arxiv.quant-ph/0003006openalex-snapshot
Space Searches with a Quantum Robot
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/qute.202400716openalex-snapshot
Quantum Artificial Intelligence Scalability in the NISQ Era: Pathways to Quantum Utility
inferred← citeshttps://doi.org/10.1007/978-3-031-18840-4_3openalex-snapshot
Hyperparameter Importance of Quantum Neural Networks Across Small Datasets
inferred← citeshttps://doi.org/10.1007/s10994-023-06389-8openalex-snapshot
Hyperparameter importance and optimization of quantum neural networks across small datasets
inferred← citeshttps://doi.org/10.1007/s40010-026-01188-xopenalex-snapshot
Explainable Multimodal Breast Cancer Classification Using Mammography and Ultrasound Images
inferred← citeshttps://doi.org/10.1007/s42484-025-00269-1openalex-snapshot
A hybrid learning agent for episodic learning tasks with unknown target distance
inferred← citeshttps://doi.org/10.1016/b978-0-44-330259-6.00009-8openalex-snapshot
Quantum reinforcement learning
inferred← citeshttps://doi.org/10.1016/j.procs.2023.08.171openalex-snapshot
Asynchronous training of quantum reinforcement learning
inferred← citeshttps://doi.org/10.1016/j.robot.2026.105544openalex-snapshot
Quantum-driven deep reinforcement for adaptive ultra-local control of quadrotor under wind disturbance and rotor fault
inferred← citeshttps://doi.org/10.1103/physrevresearch.7.023151openalex-snapshot
Learning Fourier series with parametrized quantum circuits
inferred← citeshttps://doi.org/10.1109/access.2024.3524156openalex-snapshot
Deep Reinforcement Learning-Based Controller for Field-Oriented Control of SynRM
inferred← citeshttps://doi.org/10.1109/access.2025.3590587openalex-snapshot
Generative Models, Attention Mechanisms, and Adaptive Methods for Robot Navigation in Complex Environments—A Survey
inferred← citeshttps://doi.org/10.1109/access.2025.3599147openalex-snapshot
A Review on Quantum Machine Learning in Applied Systems and Engineering
inferred← citeshttps://doi.org/10.1109/access.2026.3736724openalex-snapshot
Quantum Representation Learning for Reinforcement Learning in Robot Navigation
inferred← citeshttps://doi.org/10.1109/comst.2025.3632908openalex-snapshot
Quantum Reinforcement Learning for UAV-Enhanced Next-Generation Wireless Communications
inferred← citeshttps://doi.org/10.1109/icaace65325.2025.11020304openalex-snapshot
Robot Map-Free Navigation System Based on Improved TD3 Algorithm
inferred← citeshttps://doi.org/10.1109/icassp49357.2023.10096981openalex-snapshot
Quantum Deep Recurrent Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/iccsp68173.2026.11539164openalex-snapshot
Quantum-Enhanced Policy Optimization for F1 Race Strategy: A Full-Stack Hybrid Reinforcement Learning Framework
inferred← citeshttps://doi.org/10.1109/icdew71238.2026.00005openalex-snapshot
A Divergent Index Tuning Advisor Using Quantum Machine Learning for Distributed Databases
inferred← citeshttps://doi.org/10.1109/icdmw69685.2025.00348openalex-snapshot
Trust-Aware Task Allocation With Quantum Optimization in Adversarial Multi-Agent Systems
inferred← citeshttps://doi.org/10.1109/icdsbs63635.2025.11031541openalex-snapshot
A Dual Autoencoder Approach Using Trainable Encoding Circuits for Optimizing Quantum Neural Networks
inferred← citeshttps://doi.org/10.1109/icoecit68303.2026.11497954openalex-snapshot
Quantum-Enhanced Drone Swarm Localization in GPS-Denied Environment
inferred← citeshttps://doi.org/10.1109/icoin68469.2026.11480543openalex-snapshot
Introduction to Quantum Robotics: Concepts, Applications, and Future Directions
inferred← citeshttps://doi.org/10.1109/ijcnn64981.2025.11227684openalex-snapshot
Quantum Artificial Intelligence for Critical Infrastructure: A Survey and Vision
inferred← citeshttps://doi.org/10.1109/iotm.001.2400149openalex-snapshot
Quantum Machine Learning for Multi-Robot-Assisted Tactical Augmented Reality
inferred← citeshttps://doi.org/10.1109/iv66570.2026.11624068openalex-snapshot
Quantum Computing for Autonomous Driving: A Review of Current Developments, Limitations, and Future Avenues
inferred← citeshttps://doi.org/10.1109/mcas.2026.3660997openalex-snapshot
Quantum Artificial Intelligence: From Quantum Neural Networks to Self-Programming Architectures [Feature]
inferred← citeshttps://doi.org/10.1109/ntms65597.2025.11076787openalex-snapshot
Quantum Deep Reinforcement Learning for Secure Multi-User UAV RSMA Networks
inferred← citeshttps://doi.org/10.1109/qce57702.2023.10180openalex-snapshot
Quantum Deep Q-Learning with Distributed Prioritized Experience Replay
inferred← citeshttps://doi.org/10.1109/qce57702.2023.20326openalex-snapshot
Design of Quantum Machine Learning Course for a Computer Science Program
inferred← citeshttps://doi.org/10.1109/raiie70320.2026.11566830openalex-snapshot
Research on Path Planning for AI Robots Using Deep Reinforcement Learning Algorithms
inferred← citeshttps://doi.org/10.1145/3708319.3735545openalex-snapshot
Quantum-Enhanced Social Robotics: The QUADRI Project
inferred← citeshttps://doi.org/10.1515/9783111619323-017openalex-snapshot
42117 Integration of Quantum Genetic Heuristicsquantum genetic heuristics
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2201946/v1openalex-snapshot
Quantum Gates Implementation for Reinforcement Learning Decision- Making Process
inferred← citeshttps://doi.org/10.2478/ttj-2025-0020openalex-snapshot
Optimizing Traffic Light Control using Enhanced DQN: Minimizing Waiting Time for Regular and Emergency Vehicles
inferred← citeshttps://doi.org/10.32604/cmc.2025.065572openalex-snapshot
A Generative Neuro-Cognitive Architecture Using Quantum Algorithms for the Autonomous Behavior of a Smart Agent in a Simulation Environment
inferred← citeshttps://doi.org/10.3390/ai6090209openalex-snapshot
QiMARL: Quantum-Inspired Multi-Agent Reinforcement Learning Strategy for Efficient Resource Energy Distribution in Nodal Power Stations
inferred← citeshttps://doi.org/10.3390/drones9070471openalex-snapshot
Multi-UAV Trajectory Planning Based on a Two-Layer Algorithm Under Four-Dimensional Constraints
inferred← citeshttps://doi.org/10.3390/jsan14040076openalex-snapshot
Research and Education in Robotics: A Comprehensive Review, Trends, Challenges, and Future Directions
inferred← citeshttps://doi.org/10.3390/math13172856openalex-snapshot
A Quantum-Inspired Hybrid Artificial Neural Network for Identifying the Dynamic Parameters of Mobile Car-Like Robots
inferred← citeshttps://doi.org/10.36227/techrxiv.175085826.66790135/v1openalex-snapshot
Quantum Artificial Intelligence for Secure Autonomous Vehicle Navigation: An Architectural Proposal
inferred← citeshttps://doi.org/10.47184/td.2024.01.09openalex-snapshot
Quantencomputing: Disruptive Technologie bald in der Labormedizin?
inferred← citeshttps://doi.org/10.5281/zenodo.21708285openalex-snapshot
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