https://ogma.newcastle.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 Reinforcement learning, logic and evolutionary computation: a learning classifier system approach to relational reinforcement learning https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:8371 Wed 24 Jul 2013 22:32:50 AEST ]]> Optimal Actor-Critic Policy With Optimized Training Datasets https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:48020 Wed 15 Feb 2023 11:01:54 AEDT ]]> Cooperative reinforcement learning for independent learners https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:15495 Wed 11 Apr 2018 14:46:56 AEST ]]> Robot emotions generated and modulated by visual features of the environment https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:14148 Wed 11 Apr 2018 13:45:24 AEST ]]> A multi-agent cooperative reinforcement learning model using a hierarchy of consultants, tutors and workers https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:24397 Wed 11 Apr 2018 10:30:06 AEST ]]> Improving sample efficiency in deep reinforcement learning based control of dynamic systems https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:50012 Wed 06 Mar 2024 14:31:14 AEDT ]]> Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive Law https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:43985 Wed 05 Oct 2022 14:36:42 AEDT ]]> NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365 https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:53307 Tue 21 Nov 2023 12:02:23 AEDT ]]> Reinforcement learning using expectation maximization based guided policy search for stochastic dynamics https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:47352 Tue 09 Jan 2024 11:14:37 AEDT ]]> Modelling railway traffic management through multi-agent systems and reinforcement learning https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:45860 Thu 08 Dec 2022 09:57:56 AEDT ]]> Learning nursery rhymes using adaptive parameter neurodynamic programming https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:27277 Twinkle Twinkle Little Star and Mary Had a Little Lamb. We show that a large reduction in learning times can be achieved through a combination of adaptive parameters and random restarts to ensure policy convergence.]]> Sat 24 Mar 2018 07:40:23 AEDT ]]> Towards neural knowledge DNA https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:30529 Sat 24 Mar 2018 07:25:05 AEDT ]]> Of matchers and maximizers: how competition shapes choice under risk and uncertainty https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:23015 matching was optimal; if the opponent was indifferent, probability maximizing was optimal. We observed accurate asymptotic strategy use in both conditions irrespective of the provision of outcome probabilities, suggesting that participants were sensitive to the differences in opponent behavior. An analysis of reinforcement learning models established that computational conceptualizations of opponent behavior are critical to account for the observed divergence in strategy adoption. Our results provide a novel appraisal of probability matching and show how this individually 'irrational' choice phenomenon can be socially adaptive under competition.]]> Sat 24 Mar 2018 07:15:43 AEDT ]]> Stochastic Optimal Control for Multivariable Dynamical Systems Using Expectation Maximization https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:43629 Mon 26 Sep 2022 16:15:50 AEST ]]> Physics Informed Intrinsic Rewards in Reinforcement Learning https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:52718 Mon 23 Oct 2023 16:26:05 AEDT ]]> Reinforcement learning for constrained energy trading games with incomplete information https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:32185 Fri 11 May 2018 13:24:08 AEST ]]>