colinschepers.blogspot.com

Colin Schepers' Blog

Master Thesis Artificial Intelligence. Wednesday, July 25, 2012. I want to announce that I successfully finished my thesis research with an 8. Feel free to read the final version of my report. Thanks for reading! Colin Schepers - Automatic Decomposition of Continuous Action and State Spaces in Simulation-Based Planning (2012). Some aditional work (most never intended for distribution):. Colin Schepers - Searching in networks (2010 / Maastricht University / Bachelor Thesis). Monday, June 4, 2012. LTT perf...

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Master Thesis Artificial Intelligence. Wednesday, July 25, 2012. I want to announce that I successfully finished my thesis research with an 8. Feel free to read the final version of my report. Thanks for reading! Colin Schepers - Automatic Decomposition of Continuous Action and State Spaces in Simulation-Based Planning (2012). Some aditional work (most never intended for distribution):. Colin Schepers - Searching in networks (2010 / Maastricht University / Bachelor Thesis). Monday, June 4, 2012. LTT perf...

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Colin Schepers' Blog | colinschepers.blogspot.com Reviews

https://colinschepers.blogspot.com

Master Thesis Artificial Intelligence. Wednesday, July 25, 2012. I want to announce that I successfully finished my thesis research with an 8. Feel free to read the final version of my report. Thanks for reading! Colin Schepers - Automatic Decomposition of Continuous Action and State Spaces in Simulation-Based Planning (2012). Some aditional work (most never intended for distribution):. Colin Schepers - Searching in networks (2010 / Maastricht University / Bachelor Thesis). Monday, June 4, 2012. LTT perf...

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colinschepers.blogspot.com

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Colin Schepers' Blog: March 2012

http://www.colinschepers.blogspot.com/2012_03_01_archive.html

Master Thesis Artificial Intelligence. Wednesday, March 28, 2012. We all taked about our progress, results so far and current work. I implemented IRTI, TLS, HOO and HOLOP although the latter two are under development. By observing the agent's behavior in RL Viz I notices a couple of things which I should look into. IRTI gets stuck in a non-optimal regions very rarely (Six Hump Camel Back; approximately 1 out of 100 times). The TLS agent does sometimes a bad move in the Double Integrator. Implemented disc...

2

Colin Schepers' Blog: Feedback 31-05-2012

http://www.colinschepers.blogspot.com/2012/05/feedback-31-05-2012.html

Master Thesis Artificial Intelligence. Thursday, May 31, 2012. Presentation last Tuesday went fine. Kurt gave me one tip regarding the Transposition Table; I could mix the state and action space in stead of the level based approach. At a second though this should indeed be better, because splits then can only occur at leafs which means recalling is only done from the leaf to one of the two children (in stead of possibly "rebuilding" a whole new tree structure). Furthermore, not very unimportant (!

3

Colin Schepers' Blog: July 2012

http://www.colinschepers.blogspot.com/2012_07_01_archive.html

Master Thesis Artificial Intelligence. Wednesday, July 25, 2012. I want to announce that I successfully finished my thesis research with an 8. Feel free to read the final version of my report. Thanks for reading! Colin Schepers - Automatic Decomposition of Continuous Action and State Spaces in Simulation-Based Planning (2012). Some aditional work (most never intended for distribution):. Colin Schepers - Searching in networks (2010 / Maastricht University / Bachelor Thesis). Subscribe to: Posts (Atom).

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Colin Schepers' Blog: May 2012

http://www.colinschepers.blogspot.com/2012_05_01_archive.html

Master Thesis Artificial Intelligence. Thursday, May 31, 2012. Presentation last Tuesday went fine. Kurt gave me one tip regarding the Transposition Table; I could mix the state and action space in stead of the level based approach. At a second though this should indeed be better, because splits then can only occur at leafs which means recalling is only done from the leaf to one of the two children (in stead of possibly "rebuilding" a whole new tree structure). Furthermore, not very unimportant (! I reru...

5

Colin Schepers' Blog: June 2012

http://www.colinschepers.blogspot.com/2012_06_01_archive.html

Master Thesis Artificial Intelligence. Monday, June 4, 2012. Step limit: 10 steps per episode. Reward: 1 for being on the donut, 0 otherwise. Gaussian noise added to the rewards: mean = 0, sigma = 0.5. Optimal reward equals 7 because of turning the first 3 steps. Results averaged over 10,000 episodes. Algorithm MC randomly samples 10-step trajectories and plays the best found. MTT is the "Mixed Transposition Tree" which is only one regression tree but also splits on the state space.

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Colin Schepers' Blog

Master Thesis Artificial Intelligence. Wednesday, July 25, 2012. I want to announce that I successfully finished my thesis research with an 8. Feel free to read the final version of my report. Thanks for reading! Colin Schepers - Automatic Decomposition of Continuous Action and State Spaces in Simulation-Based Planning (2012). Some aditional work (most never intended for distribution):. Colin Schepers - Searching in networks (2010 / Maastricht University / Bachelor Thesis). Monday, June 4, 2012. LTT perf...

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