Academics

This page contains a list of works that BWAPI has been used for in academia (uncategorized).

Requests to link to a paper can be made here.

Papers/Dissertations/Reports/Projects/etc

• A Bayesian Model for Opening Prediction in RTS Games with Application to StarCraft
• A Bayesian Model for Plan Recognition in RTS Games applied to StarCraft
• A Bayesian Model for RTS Units Control applied to StarCraft
• A Bayesian Tactician
• A Communicating and Controllable Teammate Bot for RTS Games
• A Data-Driven Approach for Resource Gathering in Real-Time Strategy Games
• A Dataset for StarCraft AI and an Example of Armies Clustering
• A Particle Model for State Estimation in Real-Time Strategy Games
• A Review of Real-Time Strategy Game AI
• A Survey of Real-Time Strategy Game AI Research and Competition in StarCraft
• Adaptive Strategy Decision Mechanism for StarCraft AI
• Agent-Oriented Programming Framework Design for Real-Time Strategy AI
• An Improved Dataset and Extraction Process for StarCraft AI
• Applying Goal-Driven Autonomy to StarCraft
• Applying Reinforcement Learning to Small Scale Combat in the Real-Time Strategy Game StarCraft:Broodwar
• ASPIRE Adaptive strategy prediction in a RTS environment
• Asymmetric potential fields: Implementation of Asymmetric Potential Fields in Real Time Strategy Game
• Αυτόνομη δημιουργία τακτικών μάχης σε Παιχνίδια Στρατηγικής Πραγματικού Χρόνου με χρήση Νευροεξέλιξης
• Bayesian Networks for Micromanagement Decision Imitation in the RTS Game Starcraft
• Behavior Learning-Based Testing of Starcraft Competition Entries
• Behaviour Oriented Design for Real-Time-Strategy Games
• Build Order Optimization in StarCraft
• Building Human-Level AI for Real-Time Strategy Games
• Busca Estocástica Baseada em Planejamento para Maximizar Metas em Jogos de RTS
• Case-Based Goal Formulation
• Case-Based Reasoning for Army Compositions in Real-Time Strategy Games
• Decentralized and Emergent NPC Coordination using Behavior Trees
• Developing Game AI for the Real-Time Strategy Game Starcraft
• Emergent Tactical Formation Using Genetic Algorithm in Real-Time Strategy Games
• [Evolving Swarm Intelligence for Task Allocation in a Real Time Strategy Game] (http://www.sbgames.org/sbgames2014/files/papers/computing/full/302-computingfullpages.pdf)
• Fuzzy Case-Based Reasoning for Managing Strategic and Tactical Reasoning in Starcraft
• Implementation of Asymmetric Potential Fields in Real Time Strategy Game
• Implementing a Wall-In Building Placement in StarCraft with Declarative Programming
• Incorporating Search Algorithms into RTS Game Agents
• Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games
• Integrating Learning in a Multi-Scale Agent
• Introspección en sistemas de planificación basada en casos aplicados a juegos de estrategia
• Jantu: A Cognitive Agent Playing StarCraft: Brood War
• Learning From Demonstration in a Game Environment
• Learning Probabilistic Behavior Models in Real-time Strategy Games
• Learning to play Starcraft with Case-based Reasoning: Investigating issues in large-scale case-based planning
• Maximization of the Resource Production in RTS Games Through Stochastic Search and Planning
• Micromanagement in StarCraft using Potential Fields tuned with a Multi- Objective Genetic Algorithm
• Multi-Agent Potential Field Based Architectures for Real-Time Strategy Game Bots
• Neural Networks for Small-Scale Combat Optimization in Real-Time Strategy Games
• Neuroevolution Based Multi-Agent System for Micromanagement in Real-Time Strategy Games
• Opponent Modeling and Strategic Reasoning in the Real-time Strategy Game Starcraft
• Optimizing Micro-Management in RTS Games
• Organization in AI design for real-time strategy games
• Predicting Opponent’s Production in Real-Time Strategy Games with Answer Set Programming
• Potential-Field Based navigation in in StarCraft
• Reactive Planning Idioms for Multi-Scale Game AI
• Reinforcement Learning for the StarCraft RealTime Strategy Game
• Representing Uncertainty in RTS Games
• Research and Application of Bounded Rationality Model Used in Game Intelligent Decision-Making
• SCAIL: An integrated Starcraft AI System
• Spatial Distribution through Swarm Behavior on a Military Group in the Starcraft Video Game
• Special Tactics: a Bayesian Approach to Tactical Decision-making
• StarPlanner: Demonstrating the use of planning in a video game
• Stochastic Search and Planning for Maximization of Resource Production in RTS Games
• Strategic reasoning in complex domains: A comparative survey on scientific AI techniques to improve real-time strategy game AI
• Terrain Analysis in Real-Time Strategy Games: An Integrated Approach to Choke Point Detection and Region Decomposition
• Uma Proposta de Modelagem para uso do Aprendizado por Reforço na Definição de Táticas de Combate em Jogos de Estratégia em Tempo Real
• Using Automated Replay Annotation for Case-Based Planning in Games
• Using Genetic Programming to evolve an AI for StarCraft
• Using Monte-Carlo Planning for Micro-Management in Starcraft