MC-AIXI-CTW

An implementation of the MC-AIXI-CTW paper. The paper provides an approximation of the AIXI model. View the detailed report of the project here.

Linux/Mac OS

Extract the source files into a folder and run:

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

Usage:

./bin/aixi -c domain_config_file [-x cross_domain_name] [-l log_file_prefix]
./bin/aixi -h
-h : Prints the Help Message
-c <file>: Tells AIXI which domain and configuration to use. (Mandatory)
-x <file>: Run evaluation with a different domain. (Optional)
-l <log file prefix>: 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.