BriefGPT.xyz
Feb, 2017
使用深度强化学习击败世界级的超级Smash Bros
Beating the World's Best at Super Smash Bros. with Deep Reinforcement Learning
HTML
PDF
Vlad Firoiu, William F. Whitney, Joshua B. Tenenbaum
TL;DR
研究了在多人游戏环境中采用强化学习(RL)和深度学习的方法,成功训练了一个超越人类专业玩家的自适应智能体,成果在多人视频游戏环境中具有里程碑意义。
Abstract
There has been a recent explosion in the capabilities of game-playing artificial intelligence. Many classes of
rl tasks
, from Atari games to motor control to board games, are now solvable by fairly generic algorithms, based on
→