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Author: Bras, Edward Hendrik

  • Author: Meyer, Tanya
  • Author: Olivier, Jacobus Frederik
  • Author: Orsmond, Jedd Liam
  • Author: Punabantu, Nawa Uriel
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    A feasibility study of elementary reinforcement learning-based process control
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    Nonlinear adaptation of established linear and predictive control laws through safe reinforcement learning

Author: Kristensen, Isabella

  • Author: Meyer, Tanya
  • Author: Olivier, Jacobus Frederik
  • Author: Orsmond, Jedd Liam
  • Author: Punabantu, Nawa Uriel
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    State estimation and model-based fault detection in a submerged arc furnace

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    A reinforcement learning approach to quadruped locomotion: framework, training, and evaluation
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    Learning decentralized policies with incremental reinforcement learning, reward shaping and self-play learning.
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    Reinforcement learning for the control of traffic flow on highways
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    End-to-End Autonomous Quadcopter using Reinforcement Learning
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    Mixed-Criticality Scheduling Using Reinforcement Learning
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    Exploration of reinforcement learning algorithms implemented in the Wrapslide environment
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    Hierarchical Reinforcement Learning in Minecraft
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    Resource Management and Backhaul Routing in Millimeter-Wave IAB Networks Using Deep Reinforcement Learning
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    Autonomous racing on unseen tracks using reinforcement learning
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    Reinforcement learning in the Minecraft gaming environment
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    Incremental reinforcement learning for portfolio optimisation
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    Computational Psychiatry - Neuropsychological Bayesian reinforcement learning
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    Accelerating deep reinforcement learning for autonomous racing
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    Multi-agent path finding with reinforcement learning
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    Reinforcement Learning-based Access Schemes in Cognitive Radio Networks
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    Load Balancing in Mobile Networks Using Deep Reinforcement Learning and Traffic Prediction
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    Cooperative multi-agent reinforcement learning in sparse-reward, partially observable 3d environments with curriculum-transfer learning
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    Partial end-to-end reinforcement learning for robustness towards model-mismatch in autonomous racing’
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    Solving sparse-reward problems in partially observable 3D environments using distributed reinforcement learning
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    Alternative wall-to-slab connection systems in reinforced concrete structures
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    Reinforcement learning microservices scheduler in intelligent edge computing
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    Hybrid non-linear model predictive control of a run-of-mine ore grinding mill circuit
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    Reinforcement learning for inventory management in information-sharing pharmaceutical supply chains
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    A reconfigurable manufacturing system for thermoplastic fibre-reinforced composite parts : a feasibility assessment

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    A dedicated multi-programmed microprocessor operating system
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    Quantitative PID controller design
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    Distributed real-time processing using GNU/Linux/libré software and COTS hardware
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    A device-free locator using computer vision techniques
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    Autonomous racing on unseen tracks using reinforcement learning
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    The simulation and optimization of steady state process circuits by means of artificial neural networks
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    Real-time 3D biomechanical analysis and AI personal trainer for strength and conditioning exercises using markerless motion capture
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    huSA: a comprehensive database for multi-dimensional resolution of bulk, single cell and spatial transcription profiles in skin diseases
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    The development of a computerized heuristic production scheduling algorithm based on the synchronous manufacturing (OPT) principles
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    A real-time rule-based expert system for optimising power consumption in a large-scale petrochemical plant
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    Combinatorial evolution of feedforward neural network models for chemical processes
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    The development of a conceptual production scheduling system for use in a corrugated factory
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    Applying the phi ratio in designing a musical scale
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    TCMToxDB: a comprehensive database for the toxicological analysis of traditional Chinese medicines
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    Dataset of xenobiotics human renal clearance values
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    VarStack2—an interactive web tool for somatic variant interpretation in cancer
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    BDCD: a comprehensive Brain Disease Cell-cell communication Database
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    PhaLP 2.0: extending the community-oriented phage lysin database with a SUBLYME pipeline for metagenomic discovery
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    A similarity metric, rubric, and unified hierarchy for biomedical publication types and study designs
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    GUTAID: a curated database linking gut microbial antigens to autoimmune mechanisms
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    Rosetta Statements: simplifying FAIR knowledge graph construction with a user-centred approach
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    Quantitative analysis of growth and diversification in venom data using database metrics
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