Dan Horgan | DeepAI

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∙ 05/29/2018

Observe and Look Further: Achieving Consistent Performance on Atari

Despite significant advances in the field of deep Reinforcement Learning...

0 Tobias Pohlen, et al. ∙

∙ 04/23/2018

Distributed Distributional Deterministic Policy Gradients

This work adopts the very successful distributional perspective on reinf...

0 Gabriel Barth-Maron, et al. ∙

∙ 03/02/2018

Distributed Prioritized Experience Replay

We propose a distributed architecture for deep reinforcement learning at...

0 Dan Horgan, et al. ∙

∙ 02/22/2018

Unicorn: Continual Learning with a Universal, Off-policy Agent

Some real-world domains are best characterized as a single task, but for...

0 Daniel J. Mankowitz, et al. ∙

∙ 10/06/2017

Rainbow: Combining Improvements in Deep Reinforcement Learning

The deep reinforcement learning community has made several independent i...

0 Matteo Hessel, et al. ∙

∙ 04/12/2017

Deep Q-learning from Demonstrations

Deep reinforcement learning (RL) has achieved several high profile succe...

0 Todd Hester, et al. ∙

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