747 citations · 902 across the 22 of their papers we have counts for
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cs.AI2017★ 22 cited
Model-Based Planning with Discrete and Continuous Actions
Mikael Henaff, William F. Whitney, Yann LeCun
Action planning using learned and differentiable forward models of the world is a general approach which has a number of desirable properties, including improved sample complexity…
cs.LG2017★ 31 cited
Beating the World's Best at Super Smash Bros. with Deep Reinforcement Learning
Vlad Firoiu, William F. Whitney, Joshua B. Tenenbaum
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 s…