Co-Evolving Real Time Strategy Game Players
A PROTOTYPE CI-BASED TD GAME: INFINITE TD. Infinite TD is a prototype tower defence game aiming to demonstrate how CI and other adaptive techniques can be.
Component-Action Deep Q-Learning for Real-Time Strategy Game AIIn this thesis we will describe existing work in RTS AI and motivate our work adapting the deep Q-learning (DQN) RL algorithm to accommodate the multi- ... Reinforcement learning applied to RTS gamesWe develop a set of techniques to mitigate the large branching factor problem. We apply such techniques in the scenario of a Real-Time Strategy (RTS) game, ... ELF: An Extensive, Lightweight and Flexible Research Platform for ...On ELF, we build a real-time strategy (RTS) game engine that includes three initial environments including. Mini-RTS, Capture the Flag and Tower Defense. Mini- ...
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