Academics

This page contains a list of works that BWAPI has been used for in academia. (Currently not categorized)

Papers/Dissertations/Reports/Projects/etc

1. A Bayesian Model for Opening Prediction in RTS Games with Application to StarCraft
2. A Bayesian Model for Plan Recognition in RTS Games applied to StarCraft
3. A Bayesian Model for RTS Units Control applied to StarCraft
4. A Bayesian Tactician
5. A Communicating and Controllable Teammate Bot for RTS Games
6. A Data-Driven Approach for Resource Gathering in Real-Time Strategy Games
7. A Dataset for StarCraft AI and an Example of Armies Clustering
8. A Particle Model for State Estimation in Real-Time Strategy Games
9. Adaptive Strategy Decision Mechanism for StarCraft AI
10. Agent-Oriented Programming Framework Design for Real-Time Strategy AI
11. Applying Goal-Driven Autonomy to StarCraft
12. Applying Reinforcement Learning to Small Scale Combat in the Real-Time Strategy Game StarCraft:Broodwar
13. ASPIRE Adaptive strategy prediction in a RTS environment
14. Asymmetric potential fields: Implementation of Asymmetric Potential Fields in Real Time Strategy Game
15. Αυτόνομη δημιουργία τακτικών μάχης σε Παιχνίδια Στρατηγικής Πραγματικού Χρόνου με χρήση Νευροεξέλιξης
16. Bayesian Networks for Micromanagement Decision Imitation in the RTS Game Starcraft
17. Behavior Learning-Based Testing of Starcraft Competition Entries
18. Behaviour Oriented Design for Real-Time-Strategy Games
19. Build Order Optimization in StarCraft
20. Building Human-Level AI for Real-Time Strategy Games
21. Busca Estocástica Baseada em Planejamento para Maximizar Metas em Jogos de RTS
22. Case-Based Goal Formulation
23. Case-Based Reasoning for Army Compositions in Real-Time Strategy Games
24. Decentralized and Emergent NPC Coordination using Behavior Trees
25. Developing Game AI for the Real-Time Strategy Game Starcraft
26. Emergent Tactical Formation Using Genetic Algorithm in Real-Time Strategy Games
27. Fuzzy Case-Based Reasoning for Managing Strategic and Tactical Reasoning in Starcraft
28. Implementation of Asymmetric Potential Fields in Real Time Strategy Game
29. Implementing a Wall-In Building Placement in StarCraft with Declarative Programming
30. Incorporating Search Algorithms into RTS Game Agents
31. Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games
32. Integrating Learning in a Multi-Scale Agent
33. Introspección en sistemas de planificación basada en casos aplicados a juegos de estrategia
34. Jantu: A Cognitive Agent Playing StarCraft: Brood War
35. Learning From Demonstration in a Game Environment
36. Learning Probabilistic Behavior Models in Real-time Strategy Games
37. Learning to play Starcraft with Case-based Reasoning: Investigating issues in large-scale case-based planning
38. Maximization of the Resource Production in RTS Games Through Stochastic Search and Planning
39. Micromanagement in StarCraft using Potential Fields tuned with a Multi- Objective Genetic Algorithm
40. Multi-Agent Potential Field Based Architectures for Real-Time Strategy Game Bots
41. Neural Networks for Small-Scale Combat Optimization in Real-Time Strategy Games
42. Neuroevolution Based Multi-Agent System for Micromanagement in Real-Time Strategy Games
43. Opponent Modeling and Strategic Reasoning in the Real-time Strategy Game Starcraft
44. Optimizing Micro-Management in RTS Games
45. Organization in AI design for real-time strategy games
46. Potential-Field Based navigation in in StarCraft
47. Reactive Planning Idioms for Multi-Scale Game AI
48. Reinforcement Learning for the StarCraft RealTime Strategy Game
49. Representing Uncertainty in RTS Games
50. Research and Application of Bounded Rationality Model Used in Game Intelligent Decision-Making
51. SCAIL: An integrated Starcraft AI System
52. Spatial Distribution through Swarm Behavior on a Military Group in the Starcraft Video Game
53. Special Tactics: a Bayesian Approach to Tactical Decision-making
54. StarPlanner: Demonstrating the use of planning in a video game
55. Stochastic Search and Planning for Maximization of Resource Production in RTS Games
56. Strategic reasoning in complex domains: A comparative survey on scientific AI techniques to improve real-time strategy game AI
57. Terrain Analysis in Real-Time Strategy Games: An Integrated Approach to Choke Point Detection and Region Decomposition
58. Uma Proposta de Modelagem para uso do Aprendizado por Reforço na Definição de Táticas de Combate em Jogos de Estratégia em Tempo Real
59. Using Automated Replay Annotation for Case-Based Planning in Games
60. Using Genetic Programming to evolve an AI for StarCraft
61. Using Monte-Carlo Planning for Micro-Management in Starcraft