TY - GEN
T1 - ChatGPT4PCG Competition
T2 - 5th Annual IEEE Conference on Games, CoG 2023
AU - Taveekitworachai, Pittawat
AU - Abdullah, Febri
AU - Dewantoro, Mury F.
AU - Thawonmas, Ruck
AU - Togelius, Julian
AU - Renz, Jochen
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - This paper presents the first ChatGPT4PCG Competition at the 2023 IEEE Conference on Games. The objective of this competition is for participants to create effective prompts for ChatGPT-enabling it to generate Science Birds levels with high stability and character-like qualities-fully using their creativity as well as prompt engineering skills. ChatGPT is a conversational agent developed by OpenAI. Science Birds is selected as the competition platform because designing an Angry Birds-like level is not a trivial task due to the in-game gravity; the quality of the levels is determined by their stability. To lower the entry barrier to the competition, we limit the task to the generation of capitalized English alphabetical characters. We also allow only a single prompt to be used for generating all the characters. Here, the quality of the generated levels is determined by their stability and similarity to the given characters. A sample prompt is provided to participants for their reference. An experiment is conducted to determine the effectiveness of several modified versions of this sample prompt on level stability and similarity by testing them on several characters. To the best of our knowledge, we believe that ChatGPT4PCG is the first competition of its kind and hope to inspire enthusiasm for prompt engineering in procedural content generation.
AB - This paper presents the first ChatGPT4PCG Competition at the 2023 IEEE Conference on Games. The objective of this competition is for participants to create effective prompts for ChatGPT-enabling it to generate Science Birds levels with high stability and character-like qualities-fully using their creativity as well as prompt engineering skills. ChatGPT is a conversational agent developed by OpenAI. Science Birds is selected as the competition platform because designing an Angry Birds-like level is not a trivial task due to the in-game gravity; the quality of the levels is determined by their stability. To lower the entry barrier to the competition, we limit the task to the generation of capitalized English alphabetical characters. We also allow only a single prompt to be used for generating all the characters. Here, the quality of the generated levels is determined by their stability and similarity to the given characters. A sample prompt is provided to participants for their reference. An experiment is conducted to determine the effectiveness of several modified versions of this sample prompt on level stability and similarity by testing them on several characters. To the best of our knowledge, we believe that ChatGPT4PCG is the first competition of its kind and hope to inspire enthusiasm for prompt engineering in procedural content generation.
KW - Angry birds
KW - conversational agent
KW - large language model
KW - procedural content generation
KW - prompt engineering
UR - http://www.scopus.com/inward/record.url?scp=85180555639&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85180555639&partnerID=8YFLogxK
U2 - 10.1109/CoG57401.2023.10333206
DO - 10.1109/CoG57401.2023.10333206
M3 - Conference contribution
AN - SCOPUS:85180555639
T3 - IEEE Conference on Computatonal Intelligence and Games, CIG
BT - Proceedings of the 2023 IEEE Conference on Games, CoG 2023
PB - IEEE Computer Society
Y2 - 21 August 2023 through 24 August 2023
ER -