Learning from Delayed Rewards

• Human-in-the-loop control strategy for IoT-based smart thermostats with Deep Reinforcement Learning

  2025 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

  7

  citations
• Intelligent Backhaul Link Selection for Traffic Offloading in B5G Networks

  2024 IEEE Access article Computer Science Software-Defined Networks and 5G Open access

  2

  citations
• Continuous Episodic Control

  2023 IEEE Conference on Games (CoG) conference-paper Computer Science Reinforcement Learning in Robotics

  3

  citations
• Measurement-Driven Navigation in Many-Body Hilbert Space: Active-Decision Steering

  2023 PRX Quantum article Physics and Astronomy Quantum many-body systems Open access cited by 1 patent

  28

  citations
• Certificates of quantum many-body properties assisted by machine learning

  2023 Physical Review Research article Physics and Astronomy Quantum many-body systems Open access

  9

  citations
• High-accuracy model-based reinforcement learning, a survey

  2023 Artificial Intelligence Review article Computer Science Reinforcement Learning in Robotics Open access

  46

  citations
• Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning

  2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

  193

  citations
• Automated eco-driving in urban scenarios using deep reinforcement learning

  2021 Transportation Research Part C Emerging Technologies article Engineering Traffic control and management

  136

  citations
• Deep reinforcement learning-based energy management of hybrid battery systems in electric vehicles

  2021 Journal of Energy Storage article Engineering Electric and Hybrid Vehicle Technologies

  194

  citations
• Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey

  2020 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

  6

  citations

10 results