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Lukas Kirchhart's Blog | about the master thesis progress | lukaskirchhart.wordpress.com Reviews
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about the master thesis progress
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March | 2012 | Lukas Kirchhart's Blog
https://lukaskirchhart.wordpress.com/2012/03
Lukas Kirchhart's Blog. About the master thesis progress. Monthly Archives: March 2012. 2nd JointMeeting 28.03.2012. March 28, 2012. Announcements: France is absent Progress: 1. Each student presents for two minutes his thesis topic and which problem he will tackle how far he got to that goal. 2. Each student shows his results. 3. Each student tells what … Continue reading →. Paper: Binary Action Search for Learning Continuous-Action Control Policies. March 23, 2012. March 23, 2012. March 20, 2012. Annou...
Selection strategies (3) with noise | Lukas Kirchhart's Blog
https://lukaskirchhart.wordpress.com/2012/05/24/selection-strategies-3-with-noise
Lukas Kirchhart's Blog. About the master thesis progress. Results from selection experiments. Minutes 25.5 Joint Meeting →. Selection strategies (3) with noise. May 24, 2012. I re-ran all experiments again, but with a certain noise level to the action. The noise has been added to all dimensions of the action with a new random number. The random number comes from a standard deviation with sigma=1 and mean=0 and has an interval of [-1;1]. Noise level: 5%, 10% and 25%. Results from selection experiments.
February | 2012 | Lukas Kirchhart's Blog
https://lukaskirchhart.wordpress.com/2012/02
Lukas Kirchhart's Blog. About the master thesis progress. Monthly Archives: February 2012. Meeting 28.02.2012. February 29, 2012. Opening: 28.02.2012 11:00 Announcements – next meeting will be with two fellow students who are doing their master thesis also in this topic Appointments from last Meeting – “Start with a ‘continous-only’ agent and if time is left make him … Continue reading →. February 27, 2012. Progress: First implementation of TLSAgent. February 23, 2012. February 18, 2012. Tasks from last ...
lukaskirchhart | Lukas Kirchhart's Blog
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Lukas Kirchhart's Blog. About the master thesis progress. July 4, 2012. I have tried to add errorbars to my plots, but there are several problems… I do not see more information in any of those plots… Or I have to plot 1-2 graphs per plot- that will lead to many many … Continue reading →. June 26, 2012. June 6, 2012. Minutes 25.5 Joint Meeting. May 26, 2012. Nice meeting in the garden with Michael, Colin and Andres🙂 start:11:00 – end:15:00 Results I showed my results about the significance level TG...
Problem of Errorbars | Lukas Kirchhart's Blog
https://lukaskirchhart.wordpress.com/2012/07/04/problem-of-errorbars
Lukas Kirchhart's Blog. About the master thesis progress. July 4, 2012. I have tried to add errorbars to my plots, but there are several problems…. I do not see more information in any of those plots…. Or I have to plot 1-2 graphs per plot- that will lead to many many plots and a lot of work. Current version in the thesis. Fill area between lower and upper bound. Single curve,…colors do not fit graphs shift the content in the legend. All bars to all points. Graphical error while drawing the data.
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My Academic Lineage | Ari Weinstein's Research
https://aresearch.wordpress.com/my-academic-lineage
Ari Weinstein's Research. The below list goes through Nils John Nilsson. The other line from Leslie Kaelbling goes through Stanley Rosenschein, who does not have lineage represented in the mathematics genaelogy project. Some sleuthing seems to indicate that Stanley Rosenschein - Aravind Joshi -Zellig Harris; from him the database picks back up. Notable ancestors through this line are Leibniz. Investigating my academic lineage. My thesis advisor is Michael L. Littman. Also, there is Friedrich Leibniz, who...
On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning. Hoffman, Shahriari, Freitas. AISTATS 2014. | Ari Weinstein's Research
https://aresearch.wordpress.com/2015/07/08/on-correlation-and-budget-constraints-in-model-based-bandit-optimization-with-application-to-automatic-machine-learning-hoffman-shahriari-freitas-aistats-2014
Ari Weinstein's Research. On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning. Hoffman, Shahriari, Freitas. AISTATS 2014. Consider noisy optimization with finite samples not yet clear if this is budget is imposed by the actor or the environment. Applications include parameter selection for machine learning tasks. A number of different criteria can be used in Bayesian land to select where to sample: “probability of improvement (PI),...
Videos | Ari Weinstein's Research
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Ari Weinstein's Research. Ari Weinstein’s youtube videos. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:. Email (Address never made public). You are commenting using your WordPress.com account. ( Log Out. You are commenting using your Twitter account. ( Log Out. You are commenting using your Facebook account. ( Log Out. You are commenting using your Google account. ( Log Out. Notify me of new comments via email. Lukas Kirchhart's Blog.
Notes on Optimization Task | Ari Weinstein's Research
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Ari Weinstein's Research. Enter your password to view comments. Protected: Notes on Optimization Task. This content is password protected. To view it please enter your password below:. Next post →. Follow Ari Weinstein's Research on WordPress.com. David Silver's Compilation of RL Applicaitons. Humanity Centered Robotics Initiative at Brown. I’m a bandit — Random topics on optimization, probability, and statistics. By Sébastien Bubeck. Lukas Kirchhart's Blog. Michael Littman's Home Page.
Deep Learning. LeCun, Bengio, Hinton. Nature 2015 | Ari Weinstein's Research
https://aresearch.wordpress.com/2015/07/06/deep-learning-lecun-bengio-hinton-nature-2015
Ari Weinstein's Research. Deep Learning. LeCun, Bengio, Hinton. Nature 2015. 8220;Deep learning allows computational models that are composed of multiple processing layers to learn representations of data with multiple levels of abstraction. “. Previous machine learning methods traditionally relied on significant hand-engineering to process data into something the real learning algorithm could use. Has allowed for breakthroughs in many different areas. Theoretical results as to why NNs rarely get stuck i...
Ari Weinstein's Research | Page 2
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Ari Weinstein's Research. On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning. Hoffman, Shahriari, Freitas. AISTATS 2014. Consider noisy optimization with finite samples not yet clear if this is budget is imposed by the actor or the environment. Applications include parameter selection for machine learning tasks. A number of different criteria can be used in Bayesian land to select where to sample: “probability of improvement (PI),...
Active Model Selection. Madani, Lizotte, Greiner. UAI 2004 | Ari Weinstein's Research
https://aresearch.wordpress.com/2015/07/08/active-model-selection-madani-lizotte-greiner-uai-2004
Ari Weinstein's Research. Active Model Selection. Madani, Lizotte, Greiner. UAI 2004. Considers the case where there is a fixed budget. Shown to be NP-Hard. 8220;We observe empirically that the simple biased-robin algorithm significantly outperforms the other algorithms in the case of identical costs and priors.”. 8220;We address the computational complexity of the problem, showing that it is in PSPACE, but also NP-hard under different coin costs.”. Metric is based on regret. 8220;We have observed that o...
Gaussian Process Dynamical Models. Wang, Fleet, Hertzmann. Nips 2006 | Ari Weinstein's Research
https://aresearch.wordpress.com/2015/07/08/gaussian-process-dynamical-models-wang-fleet-hertzmann-nips-2006
Ari Weinstein's Research. Gaussian Process Dynamical Models. Wang, Fleet, Hertzmann. Nips 2006. 8220;A GPDM comprises a low-dimensional latent space with associated dynamics, and a map from the latent space to an observation space.”. 8220;We demonstrate the approach on human motion capture data in which each pose is 62-dimensional.”. As a Bayesian nonparametric, GPs make them easier to use and overfit less. 8220;The Gaussian Process Dynamical Model (GPDM) comprises a mapping from a latent space to the da...
CV | Ari Weinstein's Research
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Ari Weinstein's Research. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:. Email (Address never made public). You are commenting using your WordPress.com account. ( Log Out. You are commenting using your Twitter account. ( Log Out. You are commenting using your Facebook account. ( Log Out. You are commenting using your Google account. ( Log Out. Notify me of new comments via email. Follow Ari Weinstein's Research on WordPress.com.
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Jep, hier ist jetzt mal eine Baustelle. Unsere Homepage müssen wir neu machen. Und das dauert , und dauert. Ist halt viel Arbeit. Damit aber die vielen guten Infos nicht verloren gehen, gibts in der Zwischenzeit eine Baustellen-Homepage. Eben diese hier. Nicht so schön wie die Neue, doch die wichtigen Sachen sind da. Und was fehlt, liefen wir nach. Einfach eine kurze Info. Und wir melden uns. Und in der Zwischenzeit machen wir mal weiter. Wir wollen ja vor dem Berliner Flughafen fertig werden ;). Die Kir...
Lukas Kirchhart's Blog | about the master thesis progress
Lukas Kirchhart's Blog. About the master thesis progress. July 4, 2012. I have tried to add errorbars to my plots, but there are several problems…. I do not see more information in any of those plots…. Or I have to plot 1-2 graphs per plot- that will lead to many many plots and a lot of work. Current version in the thesis. Fill area between lower and upper bound. Single curve,…colors do not fit graphs shift the content in the legend. All bars to all points. Graphical error while drawing the data. The ver...
LukasKirchnerPhotography.com
Follow LukasKirchnerPhotography on Facebook. Welcome to LukasKirchnerPhotography.com! Feel free to browse the categories above. Each features several sub-categories and a quick overview of the last 15 uploads. To return, just use the category images at the top. For an even quicker update on what's new, check the latest updates in the What's-New-Meter below. Any other questions? The menu bar on top will help you. Regards, Lukas Kirchner. Get to know my work faster:. USA: East Coast and Southern States.
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Kraft - Kjærlighet - Sindighet. Bra nok til å være kristen? Vi i Lukas-kirken føler kallet til å hjelpe de menneskene som strever. Jesus sa Det er ikke de friske som trenger lege, men de syke. Gå og lær hva dette betyr: Det er barmhj [.]. På leting etter svar. Hvor kommer jeg fra Hvordan kan Gud tillate at det skjer vonde ting i verden? Gud kan ikke være bare god? Hva tror kristne egentlig på? Det er mange på leting et [.]. Kristen eller ei, vi vil ønske deg velkommen til Lukaskirken. Du er [.]. Det er m...
