Chris Pollett > Students >
Luo

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    [Bio]

    [Blog]

    [CS 297 Proposal]

    [Deliverable 1]

    [Deliverable 2]

    [Deliverable 3]

    [Deliverable 4]

    [AI Methods for Dou Di Zhu-PDF]

    [Q-learning-PDF]

    [CS297 Report-PDF]

    [CS 298 Proposal]

    [CS298_Report-PDF]

    [Defense Slides-PDF]

Project Blog

May 13, 2020

Defense date





Apr 28, 2020

Give the report for the commit members

To-Do :

Prepare the presentation/defense slides





Apr 21, 2020

First deliver of the report

To-Do :

Make some modification on the report





Apr 14, 2020

Keep going on the report

To-Do :

Fnish the report





Mar 31, 2020

Have done some test of DQN. Compare it with Q-learning, Based rule, random

To-Do :

Begin to write the report More test on DQN models and other models.





Mar 17, 2020

Finish the DQN model

To-Do :

Doing some tests for the DQN model and the other algorithm models. Compare the results.





Mar 10, 2020

keep working on DQN model

To-Do :

Finish the DQN model and begin to test





Mar 03, 2020

Working on the building DQN model

To-Do :

Keep woking on the DQN model





Feb 25, 2020

Show the example of simple DNQ and talks about the different of Tensorflow 1.0 and 2.0

To-Do :

Begin to build the DNQ for DouDiZhu





Feb 18, 2020

Talks about the DNQ.

To-Do :

Figure out the differences of Tensorflow 1.0 and 2.0, do a simple DNQ example.





Feb 18, 2020

Find out the Tensorflow 2.0 and try the official example of Tensorflow. Talks about the DNQ.

To-Do :

Read paper or something about DNQ





December 10, 2019

Finish the DouDiZhu with Based-Rule. Finish the CS297 report. Talks about the errors in the personal webpages.

To-Do :

Upload all my deliveries (3 and 4). And check the webpage errors and change them. The last modify of the report and upload it to the website.





December 3, 2019

Talks about the draft of CS297 report. Modify the report.

To-Do :

Keep working on the Based-Rule for DouDiZhu. And still working on the CS297 report.





Novermber 26, 2019

Finish the DouDiZhu with simple Q-learning. analysis of the results from this model. And decide to re-implement an existing method: Based-Rule for DouDiZhu.

To-Do :

Begin to do the last delivery four: Based-Rule for DouDiZhu. And prepare the CS297 report draft.





Novermber 19, 2019

Finish the decomposition part of DouDiZhu. Talks about how to design the structure of Q-learning for DouDiZhu

To-Do :

Finish the last part of the code: the Q-learning strategy for DouDiZhu.





Novermber 12, 2019

Finish the check card rules, and compare rules of Q-learning with DouDiZhu.

To-Do :

Still Keep working on the DouDiZhu with Q-learning code.





Novermber 5, 2019

succeed to Connect the Python server with JavaScript client. Talks about how to use the Q-learning in DouDiZhu

To-Do :

Keep going on the DouDiZhu with Q-learning code.





October 29, 2019

Analysis of the results from the Q-learning of blackjack; talks about how to use the Q-learning in DouDiZhu, and how to connect the Python server with JavaScript client.

To-Do :

Figure out the way to connect the Python server with JavaScript client





October 22, 2019

Keep going on simple Q-learning of blackjack

To-Do :

Finish Q-learning of blackjack





October 15, 2019

Finish the Dou Di Zhu application and deliver it. Talks about the next steps, a python server or use some tools to connact the js server and python.

To-Do :

Begin to prepare simple Q-learning with simple card game.





October 01, 2019

Talk about what is Q-learning, and show more detail about the code of game

To-Do :

Finish the game application and start to prepare the simple Q-learning for an poker game





September 24, 2019

Talk about what I have done on my project, and about paper 'Combinational Q-Learning for Dou Di Zhu'

To-Do :

Continue on my project and read paper about Q-learning





September 17, 2019

Talk about what I have done on my project

To-Do :

Continue on my project and read paper





September 10, 2019

Discussed about what I read and how to play Do Di Zhu

To-Do :

Begin to do the application of Do Di Zhu that can played by humans





September 3, 2019

Discussed improvements in the project proposal

To-Do :

Make the suggested changes to the project proposal
Add deliverables as suggested
Read the papers I have found