mlsanityData to 7 Oct 2026

The Dota 2 Bot Competition

arXiv 2103.02943 ↗First posted 4 Mar 2021cs.AIcited by 2

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Abstract (arXiv)

Multiplayer Online Battle Area (MOBA) games are a recent huge success both in the video game industry and the international eSports scene. These games encourage team coordination and cooperation, short and long-term planning, within a real-time combined action and strategy gameplay. Artificial Intelligence and Computational Intelligence in Games research competitions offer a wide variety of challenges regarding the study and application of AI techniques to different game genres. These events are widely accepted by the AI/CI community as a sort of AI benchmarking that strongly influences many other research areas in the field. This paper presents and describes in detail the Dota 2 Bot competition and the Dota 2 AI framework that supports it. This challenge aims to join both, MOBAs and AI/CI game competitions, inviting participants to submit AI controllers for the successful MOBA textitDefense of the Ancients 2 (Dota 2) to play in 1v1 matches, which aims for fostering research on AI techniques for real-time games. The Dota 2 AI framework makes use of the actual Dota 2 game modding capabilities to enable to connect external AI controllers to actual Dota 2 game matches using the original Free-to-Play game.se of the actual Dota 2 game modding capabilities to enable to connect external AI controllers to actual Dota 2 game matches using the original Free-to-Play game.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 4 of its 27 references that are in the map. First posted on arXiv 4 Mar 2021.

Builds on

4 of 27 references.

References · 4

  1. 2017MOBA: a New Arena for Game AIcited by 5
  2. 2018Game Data Mining Competition on Churn Prediction and Survival Analysis using Commercial Game Log Datacited by 5
  3. 2016AI Researchers, Video Games Are Your Friends!cited by 4
  4. 2017On the Development of Intelligent Agents for MOBA Gamescited by 1

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Cited by year

Citing papers per year: 2022: 2.

2 papers.