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Intention estimation and cognitive emulation for military decision making

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Intention estimation and cognitive emulation for military decision making

This is a research project under DRDO(Defence Research and Development Organization), India.
In this research, we have to emulate a pursuit evasion scenario wherein both, the pursuer and the evader are autonomous agents artificially equipped with intelligence.
This study aims at evolving models for decision making scenarios such as habitat selection, ambush avoidance and dilemma resolution. The study explores optimal situational scenarios wherein deception is likely to be employed. It proposes a model for employing deception through asymmetric false signaling and evaluates its veracity through intention based assessment. The intention based model enables emulation of the proposed signaling using a probabilistic belief structure. Further the control theory based intention model can be employed for mind reading to judge the opponent's intention to deceive.
More here: Game Theoretic Cognitive Strategies for Deceptive Military Decision Making

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Prerequisites

What things you need to install the software and how to install them

Hardware:

Raspberry Pi
Firebird-V Atmega 2560 Tank robot
RPi Camera module

Software:

Ubuntu
Python
Matlab
AVR Studio
AVR Bootloader

Installing

A step by step series of examples that tell you have to get a development env running
Build FireBirdIntegrated/ServoAndLocomotion.c into a hex file using AVR studio.
(More details here: https://github.com/akshar100/eyantra-firebird-resources])
Burn the hex into the Firebird bot using AVR Bootloader   Raspberry Pi controls the Firebird motors and servos using the PORTJ pins onboard the bot.
The python code which needs to be run on pi can be found here: Python/GPIO Control/main_file.py That is it!

Running the tests

More will be uploaded soon.

Deployment

Use RPi Board.jpg to connect pins on RPi to Firebird-based bot using the configuration mentioned in the comments of Python file present here: Python/GPIO Control/main_file.py

Contributing

Please deploy it first before contacting us for contributing.
In case of some error, please post an issue first. We will get back to you as soon as possible.

Authors

See also the list of contributors who participated in this project.

Acknowledgments

  • Dr. A. K. Sinha (G-grade scientist at DRDO)

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