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Commit Graph

12 Commits

Author SHA1 Message Date
Guy Jacob
9106b69227 Add is_on_policy property to agents (#480) 2021-05-06 18:02:02 +03:00
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
310d31c227 integration test changes to reach the train part (#254)
* integration test changes to override heatup to 1000 steps +  run each preset for 30 sec (to make sure we reach the train part)

* fixes to failing presets uncovered with this change + changes in the golden testing to properly test BatchRL

* fix for rainbow dqn

* fix to gym_environment (due to a change in Gym 0.12.1) + fix for rainbow DQN + some bug-fix in utils.squeeze_list

* fix for NEC agent
2019-03-27 21:14:19 +02:00
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
Itai Caspi
6d40ad1650 update of api docstrings across coach and tutorials [WIP] (#91)
* updating the documentation website
* adding the built docs
* update of api docstrings across coach and tutorials 0-2
* added some missing api documentation
* New Sphinx based documentation
2018-11-15 15:00:13 +02:00
Gal Leibovich
49dea39d34 N-step returns for rainbow (#67)
* n_step returns for rainbow
* Rename CartPole_PPO -> CartPole_ClippedPPO
2018-11-07 18:33:08 +02:00
Sina Afrooze
a888226641 Move embedder, middleware, and head parameters to framework agnostic modules. (#45)
Part of #28
2018-10-29 14:46:40 -07:00
Gal Leibovich
bbe7ac3338 Rainbow DQN agent (WIP - still missing dueling and n-step) + adding support for Prioritized ER for C51 2018-08-30 18:14:53 +03:00
Gal Leibovich
1aa2ab0590 parameter noise exploration - using Noisy Nets 2018-08-27 18:19:01 +03:00
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