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Sven Mika d0fab84e4d [RLlib] DDPG PyTorch version. (#7953) 
The DDPG/TD3 algorithms currently do not have a PyTorch implementation. This PR adds PyTorch support for DDPG/TD3 to RLlib.
This PR:
- Depends on the re-factor PR for DDPG (Functional Algorithm API).
- Adds learning regression tests for the PyTorch version of DDPG and a DDPG (torch)
- Updates the documentation to reflect that DDPG and TD3 now support PyTorch.

* Learning Pendulum-v0 on torch version (same config as tf). Wall time a little slower (~20% than tf).
* Fix GPU target model problem.
2020-04-16 10:20:01 +02:00
..
_static
[tune] Improve user guides and API docs (#7716)
2020-04-06 12:16:35 -07:00
_templates
[docs] Add a feedback form (#5610)
2019-09-02 01:28:28 -07:00
images
[tune] Improve user guides and API docs (#7716)
2020-04-06 12:16:35 -07:00
raysgd
[sgd] Semantic Segmentation Example (#7825)
2020-04-10 20:35:45 -07:00
serve
Serve Doc: Quickstart (#7940)
2020-04-15 12:25:37 -07:00
tune
Serve Doc: Quickstart (#7940)
2020-04-15 12:25:37 -07:00
a2c-arch.svg
[rllib] [docs] Add some architecture diagrams (#5390)
2019-08-06 20:14:57 -07:00
actors.rst
Change actor.__ray_kill__() to ray.kill(actor) (#7360)
2020-02-28 11:55:13 -06:00
advanced.rst
Add ray.util package and move libraries from experimental (#7100)
2020-02-18 13:43:19 -08:00
apex-arch.svg
[rllib] [docs] Add some architecture diagrams (#5390)
2019-08-06 20:14:57 -07:00
apex.png
[rllib] Document "v2" APIs (#2316)
2018-07-01 00:05:08 -07:00
async_api.rst
Fix typo in asyncio documentation (#7602)
2020-03-17 10:37:37 -05:00
autoscaler-status.png
Update the pip wheel in example.yaml and add docs (#1381)
2018-01-01 13:02:05 -08:00
autoscaling.rst
[autoscaler] Switch to ARM for Azure deployment (#7717)
2020-04-03 15:51:56 -07:00
cluster-index.rst
Add ray.util package and move libraries from experimental (#7100)
2020-02-18 13:43:19 -08:00
conf.py
[docs] Add link master <-> latest via sphinx version warnings (#8010)
2020-04-13 15:21:08 -07:00
configure.rst
[docs] Make walkthrough and starting Ray materials clear (#7099)
2020-02-11 23:17:30 -08:00
custom_directives.py
[tune] Improve user guides and API docs (#7716)
2020-04-06 12:16:35 -07:00
custom_metric.png
[rllib] Implement custom metrics (#3144)
2018-11-03 18:48:32 -07:00
ddppo-arch.svg
[rllib] Add Decentralized DDPPO trainer and documentation (#7088)
2020-02-10 15:28:27 -08:00
deploy-on-kubernetes.rst
Ray on YARN + Skein Documentation (#6119)
2019-11-14 15:06:05 -08:00
deploy-on-yarn.rst
[docs] yarn update (#6173)
2019-11-19 16:15:08 -08:00
deploying-on-slurm.rst
Set redis password in slurm deployment documentation. (#5747)
2019-09-21 15:33:15 -07:00
development.rst
Replace all instances of ray.readthedocs.io with ray.io (#7994)
2020-04-13 16:17:05 -07:00
dqn-arch.svg
[rllib] [docs] Add some architecture diagrams (#5390)
2019-08-06 20:14:57 -07:00
es.png
[rllib] Document "v2" APIs (#2316)
2018-07-01 00:05:08 -07:00
fault-tolerance.rst
Document fault tolerance behavior. (#6698)
2020-01-06 22:34:06 -08:00
getting-involved.rst
[doc] Update the test command in getting-involved. (#6347)
2019-12-07 11:03:52 -08:00
impala-arch.svg
[rllib] [docs] Add some architecture diagrams (#5390)
2019-08-06 20:14:57 -07:00
impala.png
[rllib] Update multi-gpu impala numbers (#3327)
2018-11-19 20:55:27 -08:00
index.rst
Serve Doc: Quickstart (#7940)
2020-04-15 12:25:37 -07:00
installation.rst
[arch linux] add package installation instructions (#7898)
2020-04-08 11:13:42 -07:00
iter.rst
[Parallel Iterators] Allow for operator chaining after repartition (#7268)
2020-03-04 14:42:52 -08:00
joblib.rst
Add ray.util package and move libraries from experimental (#7100)
2020-02-18 13:43:19 -08:00
memory-management.rst
[docs] Add documentation for reference counting and 'ray memory' (#7661)
2020-03-20 15:47:00 -05:00
multi-agent.svg
[rllib] Document "v2" APIs (#2316)
2018-07-01 00:05:08 -07:00
multi-flat.svg
[rllib] RLlib in 60 seconds documentation (#5430)
2019-08-12 17:39:02 -07:00
multiprocessing.rst
Add ray.util package and move libraries from experimental (#7100)
2020-02-18 13:43:19 -08:00
offline-q.png
[rllib] Basic infrastructure for off-policy estimation (IS, WIS) (#3941)
2019-02-13 16:25:05 -08:00
package-ref.rst
Remove ray.tasks() from API. (#7807)
2020-04-01 10:10:40 -05:00
pandas_on_ray.rst
Dataframe deprecation (#2353)
2018-07-06 00:16:22 -07:00
pbt.png
[tune] Improve PBT example (#4575)
2019-04-09 20:59:17 -07:00
ppo-arch.svg
[rllib] [docs] Add some architecture diagrams (#5390)
2019-08-06 20:14:57 -07:00
ppo.png
[rllib] Document "v2" APIs (#2316)
2018-07-01 00:05:08 -07:00
profiling.rst
Release 0.8.0 test logs (#6512)
2019-12-17 15:56:50 -08:00
projects.rst
[Projects] Add small tutorial for projects (#6641)
2020-01-20 09:33:41 -08:00
pytorch.png
[rllib] Add TF and Torch icons to show which are available for each algo (#6869)
2020-01-20 15:22:21 -08:00
ray-dashboard.rst
Fix wording in dashboard documentation. (#7703)
2020-03-22 22:16:40 -07:00
ray-tune-parcoords.png
[tune] Fix Docs (#1469)
2018-01-25 16:39:00 -08:00
ray-tune-tensorboard.png
[tune] Documentation for Ray.tune (#1243)
2017-11-23 11:31:59 -08:00
ray-tune-viskit.png
[tune] Documentation for Ray.tune (#1243)
2017-11-23 11:31:59 -08:00
rllib-algorithms.rst
[RLlib] DDPG PyTorch version. (#7953)
2020-04-16 10:20:01 +02:00
rllib-api.svg
[rllib] Add rock paper scissors multi-agent example (#5336)
2019-08-01 13:03:59 -07:00
rllib-components.svg
[rllib] Adds eager support with a generic TFEagerPolicy class (#5436)
2019-08-23 14:21:11 +08:00
rllib-concepts.rst
#7246 - Fixing broken links (#7247)
2020-03-25 21:46:13 -07:00
rllib-config.svg
[rllib] Rename sample_batch_size => rollout_fragment_length (#7503)
2020-03-14 12:05:04 -07:00
rllib-dev.rst
Replace all instances of ray.readthedocs.io with ray.io (#7994)
2020-04-13 16:17:05 -07:00
rllib-env.rst
[rllib] Add scaling guide to documentation, improve bandit docs (#7780)
2020-03-27 22:05:43 -07:00
rllib-envs.svg
[rllib] annotate public vs developer vs private APIs (#3808)
2019-01-23 21:27:26 -08:00
rllib-examples.rst
#7246 - Fixing broken links (#7247)
2020-03-25 21:46:13 -07:00
rllib-external.svg
[rllib] Add high-performance external application connector (#7641)
2020-03-20 12:43:57 -07:00
rllib-models.rst
[rllib] Support parallel, parameterized evaluation (#6981)
2020-02-01 22:12:12 -08:00
rllib-offline.rst
[RLlib] DDPG refactor and Exploration API action noise classes. (#7314)
2020-03-01 11:53:35 -08:00
rllib-package-ref.rst
[rllib] Port remainder of algorithms to build_trainer() pattern (#4920)
2019-06-07 16:45:36 -07:00
rllib-stack.svg
[rllib] Sync filters at end of iteration not start; hierarchical docs (#3769)
2019-01-15 16:25:25 -08:00
rllib-toc.rst
[RLlib] Add pytorch sigils to toc and add links to algo overview table. (#7950)
2020-04-09 10:40:18 -07:00
rllib-training.rst
[rllib] Add scaling guide to documentation, improve bandit docs (#7780)
2020-03-27 22:05:43 -07:00
rllib.rst
[docs] Make Ray slack more prominent (#7870)
2020-04-02 11:14:02 -07:00
rock-paper-scissors.png
[rllib] Add rock paper scissors multi-agent example (#5336)
2019-08-01 13:03:59 -07:00
serialization.rst
Removing unused Pyarrow Info (#7207)
2020-02-21 17:07:26 -08:00
sgd.png
[sgd] Document and add simple MNIST example (#3236)
2018-11-10 21:52:20 -08:00
starting-ray.rst
[docs] Make walkthrough and starting Ray materials clear (#7099)
2020-02-11 23:17:30 -08:00
tensorflow.png
[rllib] Add TF and Torch icons to show which are available for each algo (#6869)
2020-01-20 15:22:21 -08:00
throughput.png
[rllib] Document "v2" APIs (#2316)
2018-07-01 00:05:08 -07:00
timeline.png
[minor] Use a better timeline pic in the documentation
2017-12-20 12:54:25 -08:00
troubleshooting.rst
Replace all instances of ray.readthedocs.io with ray.io (#7994)
2020-04-13 16:17:05 -07:00
tune-contrib.rst
[tune] Update API Reference Page (#7671)
2020-03-22 16:42:20 -07:00
tune-examples.rst
[tune] tf2.0 mnist example (#5898)
2019-10-15 22:25:01 -07:00
tune-schedulers.rst
[tune] Improve user guides and API docs (#7716)
2020-04-06 12:16:35 -07:00
tune-searchalg.rst
[Tune] Add ZOOpt search algorithm (#7960)
2020-04-15 21:13:29 -07:00
tune-usage.rst
[tune] Improve user guides and API docs (#7716)
2020-04-06 12:16:35 -07:00
tune.rst
[tune] Improve user guides and API docs (#7716)
2020-04-06 12:16:35 -07:00
using-ray-on-a-cluster.rst
Replace all instances of ray.readthedocs.io with ray.io (#7994)
2020-04-13 16:17:05 -07:00
using-ray-with-gpus.rst
Consolidate and clean up documentation (#5645)
2019-09-07 11:50:18 -07:00
using-ray-with-pytorch.rst
[docs] Second push of changes (#5391)
2019-08-28 17:54:15 -07:00
using-ray-with-tensorflow.rst
[docs] fix code block display (#5967)
2019-10-22 00:45:38 -07:00
using-ray.rst
Add ray.util package and move libraries from experimental (#7100)
2020-02-18 13:43:19 -08:00
walkthrough.rst
Mention that calling some_function.remote() is non-blocking (#7417)
2020-03-04 13:35:46 -08:00