From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, WisePix

•

0 likes•358 views

Among many things I love, what I really appreciate doing is the different, and learn with it. Breaking barriers is complicated for any person. Knowledge barriers many times are formed by ourselves by incomplete parts of our mind's puzzle. What If I could help you out with some piece of Artificial Intelligence, without "puzzling" your head? This project consists of an A.I. coded in Node.JS that learns by itself to play the "Google Chrome"'s Dino game (the one that pops up when there is no internet). Using Neural Networks, and a Genetic Algorithm, I could manage to let the computer learn by itself how to play the game like a ninja. The project has been hosted in github (https://github.com/ivanseidel/IAMDinosaur) and it's called IAMDinosaur.

Technology

From Pterodactyls and Cactus
to Artificial Intelligence
Ivan Seidel

From
to Artific
Question: Why?
Ivan Seidel

João Pedro Vilas Tony Ngan
Thanks,
Ivan Seidel

Thanks,
• Envolvidocomrobóticadesde2006
• FLL,OBR,RoboCup
• 4CampeonatosMundiais
• Turquia,México,Atlanta,Holanda
• Bibliotecasusadasglobalmente
• Eomaisimportante...
• Amooquefaço!
Ivan Seidel

Sensors
{
Distance
Size
Speed
How it works?
Ivan Seidel

Sensors
{ Distance
Size
SpeedSpeed
How it works?
Ivan Seidel

Sensors
{ Distance
Size
Speed
How it works?GameManipulator
Ivan Seidel

Sensors
{ Distance
Size
Speed
How it works?
Actuators
{
Ivan Seidel

Distance
Size
Speed
Neural Network
Ivan Seidel

Neural Network
A
B X
a
b
Aa x Bb x+ X+
Neuron
Ivan Seidel

Neural Network
1
1 0
Neuron
1
00
0
Ivan Seidel

Neural Network
1
1 0
Neuron
1
11
0
Ivan Seidel

Neural Network
1
1 0
Neuron
1
10
1
Ivan Seidel

Neural Network
1
1 0
Neuron
1
21
1
Ivan Seidel

Neural Network
1
1 0
Neuron
(1,0)
(1,1)
(0,1)
(0,0)
OR
1
21
1
Ivan Seidel

Neural Network
0.5
1
11
1
0.5 0
(1,0)
(1,1)
(0,1)
(0,0)
AND
Neuron
Ivan Seidel

Neural Network
(1,0)
(1,1)
(0,1)
(0,0)
XOR
Neuron
Ivan Seidel

Neural Network
by Juan Cazala Ivan Seidel

Neural Network
by Jason Stallings Ivan Seidel

Neural NetworkGenetic Algorithm
Ivan Seidel

Neural NetworkGenetic Algorithm
2º
3º
8º
5º
4º
1º
7º
6º
Ivan Seidel

Neural NetworkGenetic Algorithm
“Natural” Selection
Ivan Seidel

Neural NetworkGenetic Algorithm
Mutation
Ivan Seidel

DEMO
Neural NetworkGenetic Algorithm
DEMO
Ivan Seidel

github.com/ivanseidel/IAMDinosaur youtube.com/ivanseidel

Viewers also liked

The term 'multimodal interactions' (MMI) on the HCI field refers to the situation where a system offers many ways of interaction. This talk combines an academic subject with the daily JS we already know. It is an effort to bring together two, at first, different worlds looking for a win-win situation. On the one hand, academia could enjoy getting a novel approach to a particular problem thanks to our awesome JS. On the other, the industry can get new ways of interaction which can be applied on a variety of context and/or products. In short, the talk contains: - A quick introduction to MMI (Multimodal Interactions) - A particular novel approach to add support for MMI on Web Apps. - Short list of related open problems or possible research lines to pursuit.

Multimodal Interactions & JS: The What, The Why and The How - Diego Paez, Des...

NodejsFoundation

Are your v8 garbage collection logs speaking to you?Joyee Cheung -Alibaba Clo...

NodejsFoundation

Do you think Node is asynchronous because it uses a thread pool for network interactions? Do you there is a relationship between "event emitters" and the "event loop"? I will be working through these misaprehensions as well as others, showing how the Node.js event loop really works. There are many, many pictures and blogs on this topic, but many of them are subtly wrong, or outright misleading. Despite that its event loop that is key to Node's scalability and performance, it remains a misunderstood black box to many. I will show how it works - C code may be seen! - talk about why it works that way, and what some of the implications are for Node developers, as well as briefly describe some changes that the Node core team are considering with respect to how Node uses libuv.

Node's Event Loop From the Inside Out - Sam Roberts, IBM

NodejsFoundation

The built-in JavaScript Math library is used in virtually every Node.js application, from generating random ids to calculating exponential back-off times to computing basic performance metrics. When using the Math library, most developers simply assume that the underlying implementations are accurate, performant, and correctly implemented. In this presentation, Athan Reines will discuss why this assumption is often false and show the various ways in which the standard library is broken. The presentation will present the algorithms used, their performance and accuracy, and how they have downstream effects on users of these libraries. The presentation will conclude by highlighting how community solutions are stepping up to fix these problems and identity opportunities for additional improvements.

Math in V8 is Broken and How We Can Fix It - Athan Reines, Fourier

NodejsFoundation

Real-time machine learning provides statistical methods to obtain actionable, immediate insights in settings where data becomes available in sequential order. After providing an overview of state of the art real-time machine learning algorithms, we discuss how these algorithms can be leveraged from within a Node.js application. We will see why the powerful API of the core stream module makes Node.js a more attractive platform for such tasks compared to languages traditionally used for scientific computing such as R, Python or Julia. Finally, we will discuss best-practices and common pitfalls that one faces when using these algorithms.

Real-Time Machine Learning with Node.js - Philipp Burckhardt, Carnegie Mellon...

NodejsFoundation

Web MIDI API - the paster, the present, and the future -

Takashi Toyoshima

Comet with node.js and V8

amix3k

IBM MQ v8 and JMS 2.0

Matthew White

Node has transcended from being the cool tech stack for fledgling start ups to the darling of enterprise CIOs and CTOs. It is no longer just the rapid development language for moving ideas to production fast. It is now very much the responsible mature technology that large enterprises need to solve their myriad problems of scale, user engagement, faster go-live cycles, security, performance and more and how this is achieved by Node is what we will be talking about in this presentation. 1. The JavaScript landscape and why it is the language of the next decade. 2. Evolution of Node and apps built on it 3. Solving the problems of scale, high uptime, multi channel and secure applications with Node 4. Node toolkit (various frameworks and supporting technologies) 5. Pitfalls to guard against

Nodifying the Enterprise - Prince Soni, TO THE NEW

NodejsFoundation

Today, more data is accumulated than ever before. It has been estimated that over 80% of data collected by businesses is unstructured, mostly in the form of free text. The statistical community has developed many tools for analysing textual data, both in the areas of exploratory data analysis (e.g. clustering methods) and predictive analytics. In this talk, Philipp Burckhardt will discuss tools and libraries that you can use today to perform text mining with Node.js. Creative strategies to overcome the limitations of the V8 engine in the areas of high-performance and memory-intensive computing will be discussed. You will be introduced to how you can use Node.js streams to analyse text in real-time, how to leverage native add-ons for performance-intensive code and how to build command-line interfaces to process text directly from the terminal.

Text Mining with Node.js - Philipp Burckhardt, Carnegie Mellon University

NodejsFoundation

Scalable applications are by nature resource intensive, expensive to build and difficult to manage. What if we can change this perception and help developers design full-stack applications that are low cost and low maintenance? This session describes the underlying architecture behind www.deep.mg, the microservices marketplace built by Mitoc Group using AngularJS, NodeJS and powered by abstracted services like AWS Lambda, Amazon CloudFront, Amazon DynamoDB, and so on. Eugene Istrati, Technology Partner at Mitoc Group, will dive deep into their approach to microservices architecture using serverless environments from AWS and demonstrate how anyone can use serverless computing to achieve high scalability, high availability, and high performance without huge efforts or expensive resources allocation.

Building Scalable Web Applications Using Microservices Architecture and NodeJ...

NodejsFoundation

Node.js Event Loop & EventEmitter

Simen Li

Express State of the Union at Nodejs Interactive EU- Doug Wilson

NodejsFoundation

The goal of social science research is to discover fundamental features of human behavior. One of the best environments to accomplish this task are "games." Scientific behavioral experiments are a particular type of games, where the players' preferences are revealed through strategic interactions. "Gamification" -- the general technique of applying behavioral economics insights to understand any type of problems through games -- is increasingly been used in corporate business. This talk introduces the open-source project nodeGame (nodegame.org), a framework in Node.js to create and manage real-time and discrete-time synchronous behavioral experiments. The basic API for creating and running behavioral experiments in a stand-alone server or on the cloud is presented, and techniques to recruit participants from the Amazon Mechanical Turk labor market and other sources such as Volunteer Science are discussed. The talks also peeks into the world of academia, showing how the availability of data and new quantitative methodologies has changed the way social scientists do research. Their current and future needs for better, more reliable software, simple APIs, and down-to-Earth documentations are discussed.

Workshop: Science Meets Industry: Online Behavioral Experiments with nodeGame...

NodejsFoundation

Viewers also liked (14)

Multimodal Interactions & JS: The What, The Why and The How - Diego Paez, Des...

Are your v8 garbage collection logs speaking to you?Joyee Cheung -Alibaba Clo...

Node's Event Loop From the Inside Out - Sam Roberts, IBM

Math in V8 is Broken and How We Can Fix It - Athan Reines, Fourier

Real-Time Machine Learning with Node.js - Philipp Burckhardt, Carnegie Mellon...

Web MIDI API - the paster, the present, and the future -

Comet with node.js and V8

IBM MQ v8 and JMS 2.0

Nodifying the Enterprise - Prince Soni, TO THE NEW

Text Mining with Node.js - Philipp Burckhardt, Carnegie Mellon University

Building Scalable Web Applications Using Microservices Architecture and NodeJ...

Node.js Event Loop & EventEmitter

Express State of the Union at Nodejs Interactive EU- Doug Wilson

Workshop: Science Meets Industry: Online Behavioral Experiments with nodeGame...

Recently uploaded

Boost Fertility New Invention Ups Success Rates.pdf

sudhanshuwaghmare1

FWD Group - Insurer Innovation Award 2024

The Digital Insurer

AWS Community Day CPH - Three problems of Terraform

Andrey Devyatkin

DBX First Quarter 2024 Investor Presentation

Dropbox

💥 You’re lucky! We’ve found two different (lead) developers that are willing to share their valuable lessons learned about using UiPath Document Understanding! Based on recent implementations in appealing use cases at Partou and SPIE. Don’t expect fancy videos or slide decks, but real and practical experiences that will help you with your own implementations. 📕 Topics that will be addressed: • Training the ML-model by humans: do or don't? • Rule-based versus AI extractors • Tips for finding use cases • How to start 👨‍🏫👨‍💻 Speakers: o Dion Morskieft, RPA Product Owner @Partou o Jack Klein-Schiphorst, Automation Developer @Tacstone Technology

DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam

UiPathCommunity

The microservices honeymoon is over. When starting a new project or revamping a legacy monolith, teams started looking for alternatives to microservices. The Modular Monolith, or 'Modulith', is an architecture that reaps the benefits of (vertical) functional decoupling without the high costs associated with separate deployments. This talk will delve into the advantages and challenges of this progressive architecture, beginning with exploring the concept of a 'module', its internal structure, public API, and inter-module communication patterns. Supported by spring-modulith, the talk provides practical guidance on addressing the main challenges of a Modultith Architecture: finding and guarding module boundaries, data decoupling, and integration module-testing. You should not miss this talk if you are a software architect or tech lead seeking practical, scalable solutions. About the author With two decades of experience, Victor is a Java Champion working as a trainer for top companies in Europe. Five thousands developers in 120 companies attended his workshops, so he gets to debate every week the challenges that various projects struggle with. In return, Victor summarizes key points from these workshops in conference talks and online meetups for the European Software Crafters, the world’s largest developer community around architecture, refactoring, and testing. Discover how Victor can help you on victorrentea.ro : company training catalog, consultancy and YouTube playlists.

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Victor Rentea

Vector Search -An Introduction in Oracle Database 23ai.pptx

Remote DBA Services

Scaling API-first – The story of a global engineering organization Ian Reasor, Senior Computer Scientist - Adobe Radu Cotescu, Senior Computer Scientist - Adobe Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

apidays

Keynote 2: APIs in 2030: The Risk of Technological Sleepwalk Paolo Malinverno, Growth Advisor - The Business of Technology Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

apidays

How to Troubleshoot Apps for the Modern Connected Worker

ThousandEyes

Corporate and higher education. Two industries that, in the past, have had a clear divide with very little crossover. The difference in goals, learning styles and objectives paved the way for differing learning technologies platforms to evolve. Now, those stark lines are blurring as both sides are discovering they have content that’s relevant to the other. Join Tammy Rutherford as she walks through the pros and cons of corporate and higher ed collaborating. And the challenges of these different technology platforms working together for a brighter future.

Corporate and higher education May webinar.pptx

Rustici Software

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

Zilliz

In this keynote, Asanka Abeysinghe, CTO,WSO2 will explore the shift towards platformless technology ecosystems and their importance in driving digital adaptability and innovation. We will discuss strategies for leveraging decentralized architectures and integrating diverse technologies, with a focus on building resilient, flexible, and future-ready IT infrastructures. We will also highlight WSO2's roadmap, emphasizing our commitment to supporting this transformative journey with our evolving product suite.

Platformless Horizons for Digital Adaptability

WSO2

Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows. We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases. This video focuses on the deployment of external web forms using Jotform for Bonterra Impact Management. This solution can be customized to your organization’s needs and deployed to support the common use cases below: - Intake and consent - Assessments - Surveys - Applications - Program registration Interested in deploying web form automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Jeffrey Haguewood

Discover the innovative features and strategic vision that keep WSO2 an industry leader. Explore the exciting 2024 roadmap of WSO2 API management, showcasing innovations, unified APIM/APK control plane, natural language API interaction, and cloud native agility. Discover how open source solutions, microservices architecture, and cloud native technologies unlock seamless API management in today's dynamic landscapes. Leave with a clear blueprint to revolutionize your API journey and achieve industry success!

WSO2's API Vision: Unifying Control, Empowering Developers

WSO2

Elevate Developer Efficiency & build GenAI Application with Amazon Q

Bhuvaneswari Subramani

Effective data discovery is crucial for maintaining compliance and mitigating risks in today's rapidly evolving privacy landscape. However, traditional manual approaches often struggle to keep pace with the growing volume and complexity of data. Join us for an insightful webinar where industry leaders from TrustArc and Privya will share their expertise on leveraging AI-powered solutions to revolutionize data discovery. You'll learn how to: - Effortlessly maintain a comprehensive, up-to-date data inventory - Harness code scanning insights to gain complete visibility into data flows leveraging the advantages of code scanning over DB scanning - Simplify compliance by leveraging Privya's integration with TrustArc - Implement proven strategies to mitigate third-party risks Our panel of experts will discuss real-world case studies and share practical strategies for overcoming common data discovery challenges. They'll also explore the latest trends and innovations in AI-driven data management, and how these technologies can help organizations stay ahead of the curve in an ever-changing privacy landscape.

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc

Strategies for Landing an Oracle DBA Job as a Fresher

Remote DBA Services

The value of a flexible API Management solution for Open Banking Steve Melan, Manager for IT Innovation and Architecture - State's and Saving's Bank of Luxembourg Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - The value of a flexible API Management solution for O...

apidays

Following the popularity of “Cloud Revolution: Exploring the New Wave of Serverless Spatial Data,” we’re thrilled to announce this much-anticipated encore webinar. In this sequel, we’ll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR. Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios. Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects. Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you’re building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Safe Software

Recently uploaded (20)

Boost Fertility New Invention Ups Success Rates.pdf

FWD Group - Insurer Innovation Award 2024

AWS Community Day CPH - Three problems of Terraform

DBX First Quarter 2024 Investor Presentation

DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Vector Search -An Introduction in Oracle Database 23ai.pptx

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

How to Troubleshoot Apps for the Modern Connected Worker

Corporate and higher education May webinar.pptx

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

Platformless Horizons for Digital Adaptability

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

WSO2's API Vision: Unifying Control, Empowering Developers

Elevate Developer Efficiency & build GenAI Application with Amazon Q

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

Strategies for Landing an Oracle DBA Job as a Fresher

Apidays New York 2024 - The value of a flexible API Management solution for O...

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, WisePix

3. From Pterodactyls and Cactus to Artificial Intelligence Ivan Seidel

4. From to Artific Question: Why? Ivan Seidel

5. João Pedro Vilas Tony Ngan Thanks, Ivan Seidel

6. Thanks, • Envolvidocomrobóticadesde2006 • FLL,OBR,RoboCup • 4CampeonatosMundiais • Turquia,México,Atlanta,Holanda • Bibliotecasusadasglobalmente • Eomaisimportante... • Amooquefaço! Ivan Seidel

7. How it works? Ivan Seidel

8. Sensors { Distance Size Speed How it works? Ivan Seidel

9. Sensors { Distance Size Speed How it works? Ivan Seidel

10. Sensors { Distance Size SpeedSpeed How it works? Ivan Seidel

11. Sensors { Distance Size Speed How it works? Ivan Seidel

12. Sensors { Distance Size Speed How it works?GameManipulator Ivan Seidel

13. Sensors { Distance Size Speed How it works?GameManipulator Ivan Seidel

14. Sensors { Distance Size Speed How it works?GameManipulator Ivan Seidel

15. Sensors { Distance Size Speed How it works?GameManipulator Ivan Seidel

16. Sensors { Distance Size Speed How it works?GameManipulator Ivan Seidel

17. Sensors { Distance Size Speed How it works?GameManipulator Ivan Seidel

18. Sensors { Distance Size Speed How it works? Ivan Seidel