https://github.com/surajx/mc-aixi-ctw

An implementation of the MC-AIXI-CTW paper
https://github.com/surajx/mc-aixi-ctw

artificial-general-intelligence

Last synced: 8 days ago
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An implementation of the MC-AIXI-CTW paper

• Host: GitHub
• URL: https://github.com/surajx/mc-aixi-ctw
• Owner: surajx
• Created: 2017-01-28T07:34:25.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2017-08-22T20:31:25.000Z (over 7 years ago)
• Last Synced: 2024-11-06T21:52:50.369Z (about 2 months ago)
• Topics: artificial-general-intelligence
• Language: C++
• Homepage: https://arxiv.org/abs/0909.0801
• Size: 7.6 MB
• Stars: 2
• Watchers: 4
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# MC-AIXI-CTW 

An implementation of the MC-AIXI-CTW [paper](docs/mc_aixi_ctw__a_AIXI_approximation.pdf). The paper provides an approximation of the [AIXI](http://www.hutter1.net/ai/uaibook.htm) model. View the detailed report of the project [here](docs/report/AIXI_project_report.pdf).

#### Linux/Mac OS

Extract the source files into a folder and run:

```bash

make all

./bin/aixi -c conf/coinflip.conf

```

#### Usage:

```bash

./bin/aixi -c domain_config_file [-x cross_domain_name] [-l log_file_prefix]

./bin/aixi -h

-h : Prints the Help Message

-c : Tells AIXI which domain and configuration to use. (Mandatory)

-x : Run evaluation with a different domain. (Optional)

-l : Give a prefix to the output log file. Useful when running multiple trials. (Optional)

```

Available Domains: coin-flip, extended-tiger, tictactoe, biased-rock-paper-scissor, kuhn-poker, pacman.