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Incremental reinforcement learning for portfolio optimisation
Published 2023Subjects: “…Reinforcement learning…”
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A reinforcement learning approach to quadruped locomotion: framework, training, and evaluation
Published 2025Subjects: “…Reinforcement learning…”
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Partial end-to-end reinforcement learning for robustness towards model-mismatch in autonomous racing’
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Multi-agent path finding with reinforcement learning
Published 2021Subjects: “…Reinforcement Learning…”
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A feasibility study of elementary reinforcement learning-based process control
Published 2022Subjects: “…Reinforcement learning…”
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Accelerating deep reinforcement learning for autonomous racing
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Load Balancing in Mobile Networks Using Deep Reinforcement Learning and Traffic Prediction
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Reinforcement learning in the Minecraft gaming environment
Published 2020Subjects: “…Reinforcement learning -- Mathematical models…”
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Hierarchical Reinforcement Learning in Minecraft
Published 2021Subjects: “…Reinforcement learning -- Hierarchies…”
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Learning to speak and hear through multi-agent communication over a continuous acoustic channel
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Learning decentralized policies with incremental reinforcement learning, reward shaping and self-play learning.
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End-to-End Autonomous Quadcopter using Reinforcement Learning
Published 2024Subjects: “…Reinforcement Learning…”
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Development of a dynamic path planning system for autonomous mobile robots in a flexible manufacturing system
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Cooperative multi-agent reinforcement learning in sparse-reward, partially observable 3d environments with curriculum-transfer learning
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Reinforcement Learning-based Access Schemes in Cognitive Radio Networks
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Resource Management and Backhaul Routing in Millimeter-Wave IAB Networks Using Deep Reinforcement Learning
Published 2023Subjects: “…Deep reinforcement learning…”
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Solving sparse-reward problems in partially observable 3D environments using distributed reinforcement learning
Published 2021Subjects: “…Reinforcement learning…”
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Exploration of reinforcement learning algorithms implemented in the Wrapslide environment
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Autonomous racing on unseen tracks using reinforcement learning
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Computational Psychiatry - Neuropsychological Bayesian reinforcement learning
Published 2023Subjects: “…reinforcement learning…”
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