Difference between revisions of "GSoC sachith500 Proposal AI"
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A location based, content aware Android application with a machine learning algorithm which incorporates an ontology database to provide customized recommendations for tourists. The core learning happens at two places, regarding locations as well as people. Query mining (searches, as well as clicks) is used as the input point of new data to the system. Due to the large amount of input for places (many users searching for same place), the location database is expected to equilibriate first, and this in turn provides additional accuracy to the learning process with regards to users. | A location based, content aware Android application with a machine learning algorithm which incorporates an ontology database to provide customized recommendations for tourists. The core learning happens at two places, regarding locations as well as people. Query mining (searches, as well as clicks) is used as the input point of new data to the system. Due to the large amount of input for places (many users searching for same place), the location database is expected to equilibriate first, and this in turn provides additional accuracy to the learning process with regards to users. | ||
| + | ==Algorithmic Problem Solving== | ||
| + | Coding contests are what got me interested in Programming in the first place. I have about 5 years experience in this regard, and this was the base motivation for me to study Computer Science and Software Engineering. C++ was the first language I learnt, and I've used it throughout for coding contests. | ||
| + | |||
| + | ===IEEExtreme=== | ||
| + | Global coding contest organized by IEEE. | ||
| + | 3 Person teams code for 24 hours straight to achieve ultimate glory! | ||
| + | |||
| + | ====IEEExtreme 5.0==== | ||
| + | *Year : 2011 | ||
| + | *Team Name: "S2R" | ||
| + | *Global Rank: 100 | ||
| + | *Country Rank: 10 | ||
| + | |||
| + | ====IEEExtreme 6.0==== | ||
| + | *Year : 2012 | ||
| + | *Team Name: "Onomatophobia" | ||
| + | *Global Rank: 71 | ||
| + | *Country Rank: 7 | ||
| + | |||
| + | ====IEEExtreme 7.0==== | ||
| + | *Year : 2013 | ||
| + | *Team Name: "Ohjelmoijat" | ||
| + | *Global Rank: 100 | ||
| + | *Country Rank: 10 | ||
| + | IEEExtreme Programming Competition: | ||
| + | 2013 - Global Rank 48, Country rank - 4 - "Ohjelmoijat" | ||
| + | 2012 - Global Rank 71, Country rank - 7 - "Onomatophobia" | ||
| + | 2011 - Global Rank 100, Country rank - 10 - "S2R" | ||
=Contribution to Wesnoth= | =Contribution to Wesnoth= | ||
== Patches == | == Patches == | ||
| Line 100: | Line 128: | ||
2014.02.14 | 2014.02.14 | ||
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Revision as of 02:45, 2 March 2014
| This page is related to Summer of Code 2014 |
| See the list of Summer of Code 2014 Ideas |
| This is a Summer of Code 2014 student page |
Description
Sachith Seneviratne - AI Global Strategy Proposal
Currently the AI has no way of making an overall decision on whether to attack or retreat. This project will attempt to implement a solution to this problem, by using evaluating functions (or a combination thereof) to provide the AI with the capability of making such a decision.
About Me
Hello everyone! I'm a 22 year old guy studying Computer Science and Engineering at the University of Moratuwa, Sri Lanka. This is my first year taking part in GSoC and I definitely intend to take part in it next year as well. If you wish to contact me I hope the following details will be sufficient. Please feel free to leave me any feedback regarding this proposal, or anything else! :D
IRC
sachith500
sachith500@gmail.com
Github
Experience
AI Experience
I have a lot of experience working on AI programs, both swarm-oriented as well as single unit-oriented. Here I will list mostly links to these previous projects (most of which I did out of my own interest).
Google AI Challenge
sachith500's profile: Google AI Challenge 2010
language : Java
Type: Individual
Robotgame AI game
language : Python
Type: Individual
Kindybot
- Kindybot
- Attempts mild aggression, with some risk-taking.
- Current ELO: 1902
- Current Ranking: 63
Juggerbot
- Juggerbot
- High aggression, less concerned about saving bots.
- Current ELO: 1884
- Current Ranking: 66
Wimpybot
- Wimpybot
- very low aggression, attempts to flee whenver possible.
- Current ELO: 1938
- Current Ranking: 61
Machine Learning Android App
Technologies used: Android
Awards: Most Creative Award at Codefest-2013
Type: Team
DiscoverLanka
A location based, content aware Android application with a machine learning algorithm which incorporates an ontology database to provide customized recommendations for tourists. The core learning happens at two places, regarding locations as well as people. Query mining (searches, as well as clicks) is used as the input point of new data to the system. Due to the large amount of input for places (many users searching for same place), the location database is expected to equilibriate first, and this in turn provides additional accuracy to the learning process with regards to users.
Algorithmic Problem Solving
Coding contests are what got me interested in Programming in the first place. I have about 5 years experience in this regard, and this was the base motivation for me to study Computer Science and Software Engineering. C++ was the first language I learnt, and I've used it throughout for coding contests.
IEEExtreme
Global coding contest organized by IEEE. 3 Person teams code for 24 hours straight to achieve ultimate glory!
IEEExtreme 5.0
- Year : 2011
- Team Name: "S2R"
- Global Rank: 100
- Country Rank: 10
IEEExtreme 6.0
- Year : 2012
- Team Name: "Onomatophobia"
- Global Rank: 71
- Country Rank: 7
IEEExtreme 7.0
- Year : 2013
- Team Name: "Ohjelmoijat"
- Global Rank: 100
- Country Rank: 10
IEEExtreme Programming Competition: 2013 - Global Rank 48, Country rank - 4 - "Ohjelmoijat" 2012 - Global Rank 71, Country rank - 7 - "Onomatophobia" 2011 - Global Rank 100, Country rank - 10 - "S2R"
Contribution to Wesnoth
Patches
I started work on Wesnoth even before it got officially selected for GSoC :D
| Bug# | Description | Submission Date |
|---|---|---|
|
Help link for special ability plague was not linking back to the units |
2014.02.15 | |
|
Team labels were clearing non-team labels on the map |
2014.02.14 |