Results 21 to 30 of about 341,812 (276)

TD-based Markov prediction with perfect shaping.

, 2022
(A) The ideal shaping function ϕ (blue circles) is 1 after acquisition of the food (at s1) until the reward arrives (red cross at sT). (B) Evolution of the value for the application of TD learning to the case that T = 10.
Peter Dayan (26734)
core   +1 more source

SSCC TD: a serial and simultaneous configural-cue compound stimuli representation for temporal difference learning [PDF]

, 2014
This paper presents a novel representational framework for the Temporal Difference (TD) model of learning, which allows the computation of configural stimuli – cumulative compounds of stimuli that generate perceptual emergents known as configural cues ...
Alonso, E., Jonathan Gray (5659951), Mondrag�n, Esther, Jennings Dómhnall J., Mondragón, Esther, Bonardi, Charlotte, Charlotte Bonardi (148275), Jennings, D�mhnall J., Bonardi, C., Jonathan Gray, Jennings, Dómhnall J., Dómhnall J Jennings, Jennings, D. J., Dómhnall J. Jennings (603061), Mondragón Esther, Bonardi Charlotte, Alonso, Eduardo, Mondragon, E., Gray, J., Eduardo Alonso, Eduardo Alonso (603060), Gray, Jonathan, Esther Mondragón (603059), Charlotte Bonardi, Alonso Eduardo, Gray Jonathan, Esther Mondragón   +26 more
core   +1 more source

TD-based Markov prediction with a partial shaping function.

, 2022
(A) A suboptimal shaping function ϕ that decreases from 1 to 0 linearly after acquisition of the food (at s1), and with reward spread over five time steps (red crosses; note the extension of the state space to T = 15).
Peter Dayan (26734)
core   +1 more source

A Unified View of TD Algorithms; Introducing Full-Gradient TD and Equi-Gradient Descent TD

CoRR, 2006
This paper addresses the issue of policy evaluation in Markov Decision Processes, using linear function approximation. It provides a unified view of algorithms such as TD(lambda), LSTD(lambda), iLSTD, residual-gradient TD. It is asserted that they all consist in minimizing a gradient function and differ by the form of this function and their means of ...
Manuel Loth, Philippe Preux
openaire   +2 more sources

Pneumatic and Optical Characterization and Optimization of Hydrogen Injectors for Internal Combustion Engine Application

Frontiers in Mechanical Engineering, 2022
To achieve future emission targets for internal combustion engines, the use of hydrogen gas generated by renewable energy sources (known as “green” hydrogen) instead of fossil fuels plays a key role in the development of new combustion-based engine ...
Philipp Rolke, D. Broja, A. Fink, J. Maaß, O. Nett   +4 more
doaj   +1 more source

The Problem of Ensuring Equality Before the Law at Relief of Liability when Qualifying an Administrative Offense as Insignificant

Сибирское юридическое обозрение, 2023
The present paper considers the problem of ensuring compliance with the principle of equality of all before the law when applying the institute of insignificance to the committed administrative offense.
P. N. Potapov
doaj   +1 more source

Temporal Difference Learning in Complex Domains [PDF]

, 1999
PhDThis thesis adapts and improves on the methods of TD(k) (Sutton 1988) that were successfully used for backgammon (Tesauro 1994) and applies them to other complex games that are less amenable to simple pattem-matching approaches.
Smith, Martin C.
core   +4 more sources

Relationship of Clinical Profile with Neuroimaging and Electroencephalogram Changes in First Unprovoked Seizure in Children: A Cross-sectional Study [PDF]

Journal of Clinical and Diagnostic Research
Introduction: Unprovoked seizures are common events in children, occurring as single episodes or recurring, as seen in epilepsy. The First Unprovoked Seizure (FUS) poses diagnostic challenges and raises concerns about aetiology, the initiation of anti ...
Anjana Vadakkutta Madanan, Poornima Karakkandy Nanu, Preethi S Pillai   +2 more
doaj   +1 more source

Pattern of Lipid Profile among Asthmatic versus Non-asthmatic Children Aged 5-12 years: A Cross-sectional Study from Coastal Kerala, India [PDF]

Journal of Clinical and Diagnostic Research
Introduction: Hypercholesterolemia and asthma are associated with skewing of adaptive immune system towards a TH2 (T Helper cell 2). Literature has examined the relationship between blood lipid profile and asthma with ambiguous results.
B Bhavya, Mary James, KN Poornima
doaj   +1 more source

Extra-curricular support for entrepreneurship among engineering students: development of entrepreneurial self-efficacy and intentions

Humanities & Social Sciences Communications, 2023
This study seeks to understand the impact of extra-curricular entrepreneurship support within a University Based Entrepreneurial Ecosystem (UBEE) on the entrepreneurial self-efficacy and entrepreneurial intentions of engineering students in India. A UBEE
Deepa Subhadrammal, Martin Bliemel, Alessandro Bressan, Helene de Burgh-Woodman   +3 more
doaj   +1 more source