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2 Commits

Author SHA1 Message Date
Itai Caspi
11faf19649 QR-DQN bug fix and imporvements (#30)
* bug fix - QR-DQN using error instead of abs-error in the quantile huber loss

* improvement - QR-DQN sorting the quantile only once instead of batch_size times

* new feature - adding the Breakout QRDQN preset (verified to achieve good results)
2017-11-29 14:01:59 +02:00
Itai Caspi
a8bce9828c new feature - implementation of Quantile Regression DQN (https://arxiv.org/pdf/1710.10044v1.pdf)
API change - Distributional DQN renamed to Categorical DQN
2017-11-01 15:09:07 +02:00