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293 Commits

Author SHA1 Message Date
Sven Mika 14405b90d5 [RLlib] Prototype of a DynaTrainer (for env dynamics learning in upcoming MBMPO algo). (#8860) 2020-06-16 09:01:20 +02:00
Sven Mika 7008902cff [RLlib] Minor rllib.utils cleanup. (#8932) 2020-06-16 08:52:20 +02:00
Sven Mika 0c7764b010 Issue 8919 checkpoint at end ignored (#8933) 2020-06-16 08:51:20 +02:00
Sven Mika bdf1404a5f [RLlib] Issue 8714: QMIX init error w/ tuple obs space. (#8936) 2020-06-16 08:50:53 +02:00
Sven Mika 4ed796a7d6 [RLlib] Add testing Policy.compute_single_action() for all agents. (#8903) 2020-06-13 17:51:50 +02:00
Eric Liang 34bae27ac7 [rllib] Flexible multi-agent replay modes and replay_sequence_length (#8893) 2020-06-12 20:17:27 -07:00
Sven Mika 8d1ccfd0f7 [RLlib] Issue 8889: action clipping bug ppo not learning mujoco (#8898) 2020-06-11 19:17:43 +02:00
Sven Mika a90cd0fcbb [RLlib] Unity3d soccer benchmarks (#8834) 2020-06-11 14:29:57 +02:00
Kristian Holsheimer ea965d7c52 [RLlib] use Mapping instead of dict in summarize() to accommodate non-dict grads/params (e.g. haiku's frozendict) (#8793) 2020-06-11 00:37:15 -07:00
Dean Wampler 53712d2ef7 Fix typo in docs for LinearDiscreteEnv (#8891) 2020-06-11 08:34:35 +02:00
Sven Mika 0ba7472da9 [Testing] Fix LINT/sphinx errors. (#8874) 2020-06-10 15:41:59 +02:00
Eric Liang 831b2fe51d [rllib] Set framework to tf by default and remove import checks; "Auto" option (#8748) 
* tf by default

* Update rllib/agents/trainer.py

Co-authored-by: Sven Mika <sven@anyscale.io>

* remove it

* fix

* remove

* fix

* lint

Co-authored-by: Sven Mika <sven@anyscale.io>
 2020-06-08 23:04:50 -07:00
mehrdadn f93bb008bb Change os.uname()[1] and socket.gethostname() to the portable and faster platform.node_ip() (#8839) 
Co-authored-by: Mehrdad <noreply@github.com>
 2020-06-08 21:29:46 -07:00
Sven Mika ad695a818b Bug fix in the contextual bandit's linear_regression.py model. (#8815) 2020-06-06 22:47:42 +02:00
Eric Liang be26a7b1b0 [rllib] Support for complex / variable-length observation spaces (#8393) 2020-06-06 12:22:19 +02:00
Sven Mika 25c0974543 [RLlib] Issue 8412 (Adam vars not stored in ModelV2). (#8480) 2020-06-05 21:07:02 +02:00
Sven Mika c74dc58f8b [RLlib] Fix use_lstm flag for ModelV2 (w/o ModelV1 wrapping) and add it for PyTorch. (#8734) 2020-06-05 15:40:30 +02:00
Sven Mika 97d524c075 [RLlib] Issue 8769 broken OOM tests_dir cases (R & S). (#8770) 2020-06-05 08:34:21 +02:00
Sven Mika 368088be85 [RLlib] Sample batch docs and cleanup. (#8778) 2020-06-04 22:47:32 +02:00
Victor Le aee01133cd Fix dict/tuple hybrid action space for tensorflow eager execution (#8781) 2020-06-04 13:28:46 -07:00
Eric Liang 1e4a1360fd [rllib] Add type annotations to Trainer class (#8642) 
* type trainer

* type it

* fxi
 2020-06-03 12:47:35 -07:00
Tanay Wakhare c773824f4f [RLlib] Bug fixes and tests in DiagGaussian (#8676) 2020-06-03 19:06:06 +02:00
Sven Mika b37a162076 [RLlib] Make envs specifiable in configs by their class path. (#8750) 2020-06-03 08:14:29 +02:00
Edward Oakes ae312af435 Remove accidental passes in rllib, tune (#8742) 2020-06-02 12:29:17 -05:00
Sven Mika d8a081a185 [RLlib] Unity3D integration (n Unity3D clients vs learning server). (#8590) 2020-05-30 22:48:34 +02:00
Sven Mika d483ed28ba [RLlib] Fix broken tune tests in master due to framework=auto errors. (#8672) 2020-05-29 11:55:47 +02:00
Tomasz Wrona f266318a01 [rllib] Do not store torch tensors when using grad clipping (#8509) 2020-05-28 12:06:27 -07:00
Sven Mika 2746fc0476 [RLlib] Auto-framework, retire use_pytorch in favor of framework=... (#8520) 2020-05-27 16:19:13 +02:00
konichuvak 13c2e13120 fixing polynomial schedule horizon (#7795) 2020-05-27 10:59:28 +02:00
Paco Nathan 067bbb6710 resolved NameError in ray.tune() call (#8494) 2020-05-27 10:55:56 +02:00
Sven Mika c7a2e3f309 [RLlib] Removed config["sample_async"] restriction for A3C-torch. (#8617) 2020-05-27 10:22:49 +02:00
Sven Mika 6d196197bc [RLlib] utils/spaces ... (#8608) 2020-05-27 10:21:30 +02:00
Sven Mika 0422e9c5a8 [RLlib] Add 2 Transformer learning test cases on StatelessCartPole (PPO and IMPALA). (#8624) 2020-05-27 10:19:47 +02:00
Sven Mika baa053496a [RLlib] Benchmark and regression test yaml cleanup and restructuring. (#8414) 2020-05-26 11:10:27 +02:00
Jan Blumenkamp d6f78f58dc Fix missing learning rate and entropy coeff schedule for torch PPO (#8572) 2020-05-23 10:54:18 -07:00
Sven Mika 8870270164 [RLlib] Add QMIX support for complex obs spaces (Issue 8523). (#8533) 2020-05-22 10:17:51 +02:00
Eric Liang 9a83908c46 [rllib] Deprecate policy optimizers (#8345) 2020-05-21 10:16:18 -07:00
Sven Mika 3a234ed9e3 [RLlib] Error: "Unknown trainable [some rllib algo name]" (#8525) 2020-05-21 08:59:32 +02:00
Sven Mika d76578700d [RLlib] Policy.compute_single_action() broken for nested actions (Issue 8411). (#8514) 2020-05-20 22:29:08 +02:00
mehrdadn ebf060d484 Make more tests run on Windows (#8446) 
* Remove worker Wait() call due to SIGCHLD being ignored

* Port _pid_alive to Windows

* Show PID as well as TID in glog

* Update TensorFlow version for Python 3.8 on Windows

* Handle missing Pillow on Windows

* Work around dm-tree PermissionError on Windows

* Fix some lint errors on Windows with Python 3.8

* Simplify torch requirements

* Quiet git clean

* Handle finalizer issues

* Exit with the signal number

* Get rid of wget

* Fix some Windows compatibility issues with tests

Co-authored-by: Mehrdad <noreply@github.com>
 2020-05-20 12:25:04 -07:00
Eric Liang aa7a58e92f [rllib] Support training intensity for dqn / apex (#8396) 2020-05-20 11:22:30 -07:00
Sven Mika 796a834c48 [RLlib] Attention Net integration into ModelV2 and learning RL example. (#8371) 2020-05-18 17:26:40 +02:00
Dennis van der Hoff be1f158747 Added Done to MultiAgentExternalEnv. (#8478) 
Co-authored-by: devanderhoff <devanderhoff@hotmail.com>
 2020-05-17 16:29:47 -07:00
Edward Oakes 16f48078d9 Remove use of ObjectID transport flag (#7699) 2020-05-17 11:29:49 -05:00
Sven Mika c9435cad43 WIP. (#8456) 
Fix multi-GPU histogram metrics for > 0D tensors.
 2020-05-15 21:43:27 +02:00
Sven Mika 5f4c196fed [RLlib] Make PyTorch Model forward pass faster in vf-case. (#8422) 2020-05-14 10:15:50 +02:00
Eric Liang 6bf1dc0888 [rllib] [hotfix] Build broken due to merge conflict: MixInReplay has no attribute buffer 2020-05-13 12:21:04 -07:00
Eric Liang 96f4d82cc3 [rllib] Qmix replay ratio is wrong 2020-05-12 13:07:19 -07:00
Eric Liang 7ce138a6dc [rllib] Support free_log_std in ModelV2 (#8380) 
* update

* factor

* update

* fix test failures

* fix torch net
 2020-05-12 10:14:05 -07:00
Sven Mika 57544b1ff9 [RLlib] Examples folder restructuring (Model examples; final part). (#8278) 
- This PR completes any previously missing PyTorch Model counterparts to TFModels in examples/models.
- It also makes sure, all example scripts in the rllib/examples folder are tested for both frameworks and learn the given task (this is often currently not checked) using a --as-test flag in connection with a --stop-reward.
 2020-05-12 08:23:10 +02:00