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Design of a deep reinforcement learning based optimal PH controller for nitrification bioreactors in aquaponics systems

by De Silva, Pin Chathushka Parami | Dr. A.G.B.P. Jayasekara [supervisor].

Language: English Publisher: [2019]Dissertation note: University of Moratuwa 2019 Department of Electrical Engineering Faculty of Engineering Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 681.5(043) (1). : Location(s): Thesis Collection Call number: 681.5(043).

A hybrid approach for dynamic task scheduling in unforeseen environments using multi agent reinforcement learning and enhanced Q-learning

by Shayalika, Jayakody Kankanamlage Chathurangi | Dr.(Ms )A.T.P. Silva [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2020 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043) .

Implementing efficient planning and learning algorithms for agents in minecraft

by Rajasingham, Shalini | Dr. Surangika Ranathunga [supervisor].

Language: English Publisher: [2018]Dissertation note: University of Moratuwa 2018 Department of Computer Science & Engineering Faculty of Engineering Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004(043) (1). : Location(s): Thesis Collection Call number: 004(043).

Modeling navigation of agents using reinforcement learning

by Wijerathna, Laksri | Prof. Asoka Karunananda [supervisor].

Language: English Publisher: [2014]Dissertation note: Department of Computational Mathematics Faculty of Information Technology University of Moratuwa 2014 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 004.8(043) (1). : Location(s): Thesis Collection Call number: 004.8(043).

Optimization of multi agent based energy management systems using reinforcement learning for microgrids

by Perera, Manoja Kaushali | Prof. K.T.M.U. Hemapala [supervisor] | Prof. W.D.A.S. Wijayapala [supervisor].

Language: English Publisher: [2021]Dissertation note: Department of Electrical Engineering Faculty of Engineering University of Moratuwa 2021 Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 621.3(043) (1). : Location(s): Thesis Collection Call number: 621.3(043).

Reinforcement learning : an introduction

by Sutton, Richard S | Barto, Andrew G.

Language: English Publisher: Cambridge MIT Press 1998Availability: Items available for loan: Library, University of Moratuwa (1). Location(s): Lending Collection Call number: 004.85 S8.

Vision-based real-time traffic control using artificial neural network on general-purpose embedded hardware

by Zoysa, Hithanadura Kavindu Gimhan | Prof. Rohan Munasinghe [supervisor].

Language: English Publisher: [2020]Dissertation note: Department of Electronic & Telecommunication Engineering Faculty of Engineering University of Moratuwa 2020 Online access: Click here to access online Availability: Items available for reference: Library, University of Moratuwa Not For LoanCall number: 621.38+681.5(043) (1). : Location(s): Thesis Collection Call number: 621.38+681.5(043).


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