Price loading...

Deep Neural Network Based Agents: The Artificially Intelligent Deeply Learned from Historical Battle Data and Sun Tzu's The Art of War Autonomous Forces on the March

Children's Books

Price data last checked 133 day(s) ago - refreshing...

View at Amazon

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

Description

Can Autonomous Forces be trained with artificial intelligence (AI) algorithms like deep learning from historical data and further be improved by the rules for developing a state-of-the-art system of planning and analysis of Military Strategy? The application of Machine learning (ML) algorithms is general practice for extracting meaningful models from the data. ML could be unsupervised, supervised, or reinforcement learning. This book explores deep learning neural networks for extracting model parameters for generating autonomous forces, Although our main focus is on the world's largest tank battle the Battle of Kursk, we are also exploring other historical battle data of the world for validating the system. The battle of Kursk between the Soviets and Germans is known to be the biggest tank battle in history. This book explores the two-dimensional-simplex tank and artillery data from the Kursk database for analyzing a class of discrete-time homogeneous and heterogeneous Lanchester models. Under homogeneous form, the Soviet’s (or German’s) tank casualty is attributed to only the German’s (or Soviet’s) tank engagement. The tank casualty is attributed to both tank and artillery engagements for heterogeneous form. For validating the models, different goodness-of-fit statistics are used for comparison.

Product Specifications

Format: paperback
ASIN: 9361281003
Category: Books > Subjects > Children's Books
Domain: Amazon UK
Release Date: 18 May 2024
Listed Since: 24 June 2024

Barcode

No barcode data available

Deep Neural Network Based Agents: The Artificially Intelligent Deeply Learned from Historical Battle Data and Sun Tzu's The Art of War Autonomous Forces on the March

Price History & Forecast

No Price Data Available

Price Distribution

Description

Product Specifications

Barcode

Similar Products You Might Like

Kursk 1943: A Statistical Analysis: 11 (Soviet Russian Study of War)

On Armor (The Military Profession)

American Thunder: U.S. Army Tank Design, Development, and Doctrine in World War II

Predators: History of the Schwere Panzer-Regiment "Bake," January-February 1944

Germany's Tiger Tanks: VK45.02 to TIGER II Design, Production & Modifications

Harry Bryants’s GUIDE TO CZECHOSLOVAK TANKS 1920 - 1945 (Minor countries of the World and their Tank Fleet 1920 - 1945)

TANK COMBAT IN NORTH AFRICA: The Opening Rounds - Operations Sonnenblume, Brevity, Skorpion and Battle Axe (Schiffer Military History)

The Theory and Practice of British Tank Warfare on the Western Front during the First World War (Routledge Studies in First World War History)

Tank Tactics: From Normandy to Lorraine (Art of War)

The Panzer Legions: A Guide to the German Army Tank Divisions of World War II and Their Commanders

Buttoned Up: American Armor and the 781st Tank Battalion in World War II: 157 (Williams-Ford Texas a&M University Military History Series)

Half-Track: A History of American Semi-Tracked Vehicles

Stuart: A History of the American Light Tank, Vol. 1

U.S. ARMY HEAVY ARMORED DIVISION, 1942-1945, VOLUME I: ORGANIZATION, DOCTRINE, EQUIPMENT