Sven Mika
2d24ef0d32
[RLlib] Add all simple learning tests as framework=tf2. ( #19273 )
...
* Unpin gym and deprecate pendulum v0
Many tests in rllib depended on pendulum v0,
however in gym 0.21, pendulum v0 was deprecated
in favor of pendulum v1. This may change reward
thresholds, so will have to potentially rerun
all of the pendulum v1 benchmarks, or use another
environment in favor. The same applies to frozen
lake v0 and frozen lake v1
Lastly, all of the RLlib tests and Tune tests have
been moved to python 3.7
* fix tune test_sampler::testSampleBoundsAx
* fix re-install ray for py3.7 tests
Co-authored-by: avnishn <avnishn@uw.edu>
2021-11-02 12:10:17 +01:00
Sven Mika
0b308719f8
[RLlib; Docs overhaul] Docstring cleanup: rllib/utils ( #19829 )
2021-11-01 21:46:02 +01:00
Sven Mika
b213565783
[RLlib] Fix failing test cases: Soft-deprecate ModelV2.from_batch (in favor of ModelV2.__call__). ( #19693 )
2021-10-25 15:00:00 +02:00
Carlo Grisetti
5cee8a1985
[release tests] Switch from yaml.load to yaml.safe_load ( #19365 )
2021-10-13 17:27:25 -07:00
Sven Mika
d439fd7f17
[RLlib] TF2/eager memory leak fixes. ( #19198 )
2021-10-09 00:11:53 +02:00
Sven Mika
c3e3fc7637
[RLlib] Issue 18280: A3C/IMPALA multi-agent not working. ( #19100 )
2021-10-07 23:57:53 +02:00
Sven Mika
b4300dd532
[RLlib] Issue 18812: Torch multi-GPU stats not protected against race conditions. ( #18937 )
2021-10-04 13:29:00 +02:00
Sven Mika
73f5c4039b
[RLlib] Fix flakey test_a3c, test_maml, test_apex_dqn. ( #19035 )
2021-10-04 13:23:51 +02:00
Jiajun Yao
7588bfd315
[Lint] Add flake8-bugbear ( #19053 )
...
* Add flake8-bugbear
* Add flake8-bugbear
2021-10-03 23:24:11 -07:00
Sven Mika
16ad46a654
[RLlib] Fix broken test_r2d2.py. ( #19017 )
2021-09-30 21:19:37 +02:00
Sven Mika
ac3371a148
[RLlib] Discussion 3644: Fix bug for complex obs spaces containing Box([2D shape]) and discrete component. ( #18917 )
2021-09-30 16:39:38 +02:00
Sven Mika
ed85f59194
[RLlib] Unify all RLlib Trainer.train() -> results[info][learner][policy ID][learner_stats] and add structure tests. ( #18879 )
2021-09-30 16:39:05 +02:00
Sven Mika
828f5d26b7
[RLlib] Custom view requirements (e.g. for prev-n-obs) work with compute_single_action and compute_actions_from_input_dict. ( #18921 )
2021-09-30 15:03:37 +02:00
Sven Mika
61a1274619
[RLlib] No Preprocessors (part 2). ( #18468 )
2021-09-23 12:56:45 +02:00
Sven Mika
a96dbd885b
[RLlib] Reinstate trajectory view API tests. ( #18809 )
2021-09-23 08:31:51 +02:00
Sven Mika
e6aae61487
[RLlib; testing] Fix bug in stress tests not handling >1 trials per experiment (due to grid-search in IMPALA stress tests). ( #18705 )
2021-09-20 15:31:57 +02:00
Sven Mika
ba1c489b79
[RLlib Testing] Lower --smoke-test "time_total_s" to make sure it doesn't time out. ( #18670 )
2021-09-16 18:22:23 +02:00
Sven Mika
8a72824c63
[RLlib Testig] Split and unflake more CI tests (make sure all jobs are < 30min). ( #18591 )
2021-09-15 22:16:48 +02:00
Sven Mika
3f89f35e52
[RLlib] Better error messages and hints; + failure-mode tests; ( #18466 )
2021-09-10 16:52:47 +02:00
Sven Mika
8a066474d4
[RLlib] No Preprocessors; preparatory PR #1 ( #18367 )
2021-09-09 08:10:42 +02:00
Sven Mika
45f60e51a9
[RLlib] DDPPO fixes and benchmarks. ( #18390 )
2021-09-08 19:39:01 +02:00
Sven Mika
cabaa3b3c6
[RLlib Testing] Add A3C/APPO/BC/DDPPO/MARWIL/CQL/ES/ARS/TD3 to weekly learning tests. ( #18381 )
2021-09-07 11:48:41 +02:00
Sven Mika
5292b70fc6
[RLlib] Add multi-GPU attention net tests to nightly test suite (+ R2D2 tests for LSTM and attention nets). ( #18368 )
2021-09-06 17:48:05 +02:00
Sven Mika
e3e6ed7aaa
[RLlib] Issues 17844, 18034: Fix n-step > 1 bug. ( #18358 )
2021-09-06 12:14:20 +02:00
Sven Mika
59f796edf3
[RLlib] Fix crash when using StochasticSampling exploration (most PG-style algos) w/ tf and numpy > 1.19.5 ( #18366 )
2021-09-06 12:14:00 +02:00
Sven Mika
a772c775cd
[RLlib] Set random seed (if provided) to Trainer process as well. ( #18307 )
2021-09-04 11:02:30 +02:00
Kai Fricke
ac5d255c9c
[rllib/docker] silent unzip of atari roms ( #18340 )
2021-09-03 17:55:03 +01:00
Sven Mika
9a8ca6a69d
[RLlib] Fix Atari learning test regressions (2 bugs) and 1 minor attention net bug. ( #18306 )
2021-09-03 13:29:57 +02:00
Kai Fricke
fb38d06cfb
Move RLLib GPU release test dependencies to ml docker ( #18208 )
2021-09-03 09:35:18 +01:00
gjoliver
336e79956a
[RLlib] Make MultiAgentEnv inherit gym.Env to avoid direct class type manipulation ( #18156 )
2021-09-03 08:02:05 +02:00
Sven Mika
2357bbc0c8
[RLlib] Issue 18231: Better (earlier) env validation and error message improvement. ( #18249 )
2021-09-02 09:28:16 +02:00
gjoliver
6621bb5611
[RLlib] Minor renaming and cleanups related to last rollout worker seed fix. ( #18155 )
2021-09-02 06:57:46 +02:00
Sven Mika
a7670d9fab
[RLlib; Testing] Fix smoke-test settings for nightly learning_tests and stress_test; Add pybullet_envs to app-config. ( #18274 )
2021-09-01 21:46:06 +02:00
Sven Mika
82465f9342
[RLlib] Better PolicyServer example (w/ or w/o tune) and add printing out actual listen port address in log-level=INFO. ( #18254 )
2021-08-31 22:03:23 +02:00
Sven Mika
4888d7c9af
[RLlib] Replay buffers: Add config option to store contents in checkpoints. ( #17999 )
2021-08-31 12:21:49 +02:00
Sven Mika
a428f10ebe
[RLlib] Add multi-GPU learning tests to nightly. ( #17778 )
2021-08-18 17:21:01 +02:00
Julius Frost
9322f6aab5
[rllib] Fix classes decorated with @Deprecated to be classes instead of methods ( #17666 )
...
* fix deprecated classes from being methods
* format
2021-08-10 18:25:31 -07:00
Sven Mika
3013d9b341
[RLlib] Fix "Cannot convert a symbolic Tensor (default_policy/strided_slice_3:0) to a numpy array. This error may indicate that you're trying to pass a Tensor to a NumPy call, which is not supported" ( #17587 )
2021-08-05 11:39:15 -04:00
Sven Mika
5107d16ae5
[RLlib] Add @Deprecated decorator to simplify/unify deprecation of classes, methods, functions. ( #17530 )
2021-08-03 18:30:02 -04:00
Sven Mika
924f11cd45
[RLlib] Torch algos use now-framework-agnostic MultiGPUTrainOneStep execution op (~33% speedup for PPO-torch + GPU). ( #17371 )
2021-08-03 11:35:49 -04:00
Sven Mika
8a844ff840
[RLlib] Issues: 17397, 17425, 16715, 17174. When on driver, Torch|TFPolicy should not use ray.get_gpu_ids() (b/c no GPUs assigned by ray). ( #17444 )
2021-08-02 17:29:59 -04:00
Sven Mika
90b21ce27e
[RLlib] De-flake 3 test cases; Fix config.simple_optimizer and SampleBatch.is_training warnings. ( #17321 )
2021-07-27 14:39:06 -04:00
Vince Jankovics
05c9dfbbda
[RLlib] CV2 to Skimage dependency change ( #16841 )
2021-07-21 22:24:18 -04:00
Sven Mika
5a313ba3d6
[RLlib] Refactor: All tf static graph code should reside inside Policy class. ( #17169 )
2021-07-20 14:58:13 -04:00
Sven Mika
18d173b172
[RLlib] Implement policy_maps (multi-agent case) in RolloutWorkers as LRU caches. ( #17031 )
2021-07-19 13:16:03 -04:00
Sven Mika
e0640ad0dc
[RLlib] Fix seeding for ES and ARS. ( #16744 )
2021-07-19 13:13:05 -04:00
Sven Mika
649580d735
[RLlib] Redo simplify multi agent config dict: Reverted b/c seemed to break test_typing (non RLlib test). ( #17046 )
2021-07-15 05:51:24 -04:00
Sven Mika
1fd0eb805e
[RLlib] Redo fix bug normalize vs unsquash actions (original PR made log-likelihood test flakey). ( #17014 )
2021-07-13 14:01:30 -04:00
Amog Kamsetty
38b5b6d24c
Revert "[RLlib] Simplify multiagent config (automatically infer class/spaces/config). ( #16565 )" ( #17036 )
...
This reverts commit e4123fff27
2021-07-13 09:57:15 -07:00
Sven Mika
e4123fff27
[RLlib] Simplify multiagent config (automatically infer class/spaces/config). ( #16565 )
2021-07-13 06:38:14 -04:00
