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Commit Graph

8 Commits

Author SHA1 Message Date
Gal Leibovich
9e9c4fd332 Create a dataset using an agent (#306)
Generate a dataset using an agent (allowing to select between this and a random dataset)
2019-05-28 09:34:49 +03:00
Gal Leibovich
acceb03ac0 bug fixes for OPE (#311) 2019-05-21 16:39:11 +03:00
Gal Leibovich
582921ffe3 OPE: Weighted Importance Sampling (#299) 2019-05-02 19:25:42 +03:00
Gal Leibovich
4741b0b916 BCQ variant on top of DDQN (#276)
* kNN based model for predicting which actions to drop
* fix for seeds with batch rl
2019-04-16 17:06:23 +03:00
Gal Leibovich
6e08c55ad5 Enabling-more-agents-for-Batch-RL-and-cleanup (#258)
allowing for the last training batch drawn to be smaller than batch_size + adding support for more agents in BatchRL by adding softmax with temperature to the corresponding heads + adding a CartPole_QR_DQN preset with a golden test + cleanups
2019-03-21 16:10:29 +02:00
Gal Leibovich
e3c7e526c7 Batch RL (#238) 2019-03-19 18:07:09 +02:00
itaicaspi-intel
658b437079 removing datasets + imports optimization 2018-08-27 10:54:11 +03:00
Gal Novik
19ca5c24b1 pre-release 0.10.0 2018-08-13 17:11:34 +03:00