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Setup for a project/competition amongst students to train a winning Reinforcement Learning agent for the classic game Bomberman.

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JanMStraub/ML-bomberman-project

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Project "Bomberman Agent"

Project by Christian Teutsch and Jan Straub

Status

  • [] Work submitted (25.09.2023)
  • [] Report submitted (02.10.2023)

Project Rules

  • Develop at least two different models
  • Submit best-performing model to tournament
  • No restrictions on th techniques used
  • One model should use technique learned during semester
  • Written report at the end (10 pages p.p.)
  • Both models need to be described in the report

Game Rules

  • Four agents play the game
  • Each agent can move, drop bombs or stand still
  • Crates are destructable by bombs -> might reveal coins for additional points
  • Main objective is to eliminate other agents
  • No power-ups or special items

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Setup for a project/competition amongst students to train a winning Reinforcement Learning agent for the classic game Bomberman.

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