Commit graph

108 commits

Author SHA1 Message Date
kourosh hakhamaneshi
3815e52a61
[RLlib] Agents to algos: DQN w/o Apex and R2D2, DDPG/TD3, SAC, SlateQ, QMIX, PG, Bandits (#24896) 2022-05-19 18:30:42 +02:00
Artur Niederfahrenhorst
f7be409462
[RLlib] Training Iteration Function for SAC (#24157) 2022-04-26 12:37:54 +02:00
Jun Gong
d12977c4fb
[RLlib] TF2 Bandit Agent (#22838) 2022-03-21 16:55:55 +01:00
Sven Mika
b1cda46681
[RLlib] SlateQ (tf GPU + multi-GPU) + Bandit fixes (#23276) 2022-03-18 13:45:16 +01:00
Siyuan (Ryans) Zhuang
0c74ecad12
[Lint] Cleanup incorrectly formatted strings (Part 1: RLLib). (#23128) 2022-03-15 17:34:21 +01:00
Jun Gong
e765915ded
[RLlib] Make sure SlateQ works with GPU. (#22738) 2022-03-04 17:49:51 +01:00
Sven Mika
8e00537b65
[RLlib] SlateQ: framework=tf fixes and SlateQ documentation update (#22543) 2022-02-23 13:03:45 +01:00
Sven Mika
6522935291
[RLlib] Slate-Q tf implementation and tests/benchmarks. (#22389) 2022-02-22 09:36:44 +01:00
Sven Mika
637cacedc9
[RLlib] Discussion 4986: OU Exploration (torch) crashes when restoring from checkpoint. (#22245) 2022-02-10 02:58:09 +01:00
Balaji Veeramani
31ed9e5d02
[CI] Replace YAPF disables with Black disables (#21982) 2022-02-08 16:29:25 -08:00
Sven Mika
38d75ce058
[RLlib] Cleanup SlateQ algo; add test + add target Q-net (#21827) 2022-02-04 17:01:12 +01:00
Balaji Veeramani
7f1bacc7dc
[CI] Format Python code with Black (#21975)
See #21316 and #21311 for the motivation behind these changes.
2022-01-29 18:41:57 -08:00
Sven Mika
893536ebd9
[RLlib] Move bandits into main agents folder; Make RecSim adapter more accessible; (#21773) 2022-01-27 13:58:12 +01:00
Sven Mika
e485aa846a
[RLlib; Docs overhaul] Overhaul of auto-API reference pages (via sphinx autoclass/automodule). (#19786) 2021-12-15 22:32:52 +01:00
Ishant Mrinal
2868d1a2cf
[RLlib] Support for RE3 exploration algorithm (for tf) (#19551) 2021-12-07 13:26:34 +01:00
Avnish Narayan
026bf01071
[RLlib] Upgrade gym version to 0.21 and deprecate pendulum-v0. (#19535)
* Fix QMix, SAC, and MADDPA too.

* 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 have
been moved to python 3.7

* Add gym installation based on python version.

Pin python<= 3.6 to gym 0.19 due to install
issues with atari roms in gym 0.20

* Reformatting

* Fixing tests

* Move atari-py install conditional to req.txt

* migrate to new ale install method

* Fix QMix, SAC, and MADDPA too.

* 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 have
been moved to python 3.7
* Add gym installation based on python version.

Pin python<= 3.6 to gym 0.19 due to install
issues with atari roms in gym 0.20

Move atari-py install conditional to req.txt

migrate to new ale install method

Make parametric_actions_cartpole return float32 actions/obs

Adding type conversions if obs/actions don't match space

Add utils to make elements match gym space dtypes

Co-authored-by: Jun Gong <jungong@anyscale.com>
Co-authored-by: sven1977 <svenmika1977@gmail.com>
2021-11-03 16:24:00 +01:00
Sven Mika
cf21c634a3
[RLlib] Fix deprecated warning for torch_ops.py (soft-replaced by torch_utils.py). (#19982) 2021-11-03 10:00:46 +01:00
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
d439fd7f17
[RLlib] TF2/eager memory leak fixes. (#19198) 2021-10-09 00:11:53 +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
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
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
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
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
Sven Mika
53206dd440
[RLlib] CQL BC loss fixes; PPO/PG/A2|3C action normalization fixes (#16531) 2021-06-30 12:32:11 +02:00
mvindiola1
82a3ff795c
[RLlib] ensure curiosity exploration actions are passed in as tf tens… (#15704) 2021-06-21 10:03:17 -07:00
Sven Mika
d0014cd351
[RLlib] Policies get/set_state fixes and enhancements. (#16354) 2021-06-15 13:08:43 +02:00
Sven Mika
2d34216660
[RLlib] APEX-DQN: Bug fix for torch and add learning test. (#15762) 2021-05-20 09:27:03 +02:00
Amog Kamsetty
ebc44c3d76
[CI] Upgrade flake8 to 3.9.1 (#15527)
* formatting

* format util

* format release

* format rllib/agents

* format rllib/env

* format rllib/execution

* format rllib/evaluation

* format rllib/examples

* format rllib/policy

* format rllib utils and tests

* format streaming

* more formatting

* update requirements files

* fix rllib type checking

* updates

* update

* fix circular import

* Update python/ray/tests/test_runtime_env.py

* noqa
2021-05-03 14:23:28 -07:00
Sven Mika
bb8a286cbc
[RLlib] Support native tf.keras.Model (milestone toward obsoleting ModelV2 class). (#14684) 2021-04-27 10:44:54 +02:00
Sven Mika
cecfc3b43b
[RLlib] Multi-GPU support for Torch algorithms. (#14709) 2021-04-16 09:16:24 +02:00
Sven Mika
b267f1f1ba
[RLlib] Add support for Int-Box action spaces. (#15012) 2021-04-11 13:16:01 +02:00
Sven Mika
8698cf9bc8
[RLlib] Fix param noise test case on CI. (#14926) 2021-03-25 12:33:23 +01:00
Sven Mika
1f00f834ac
[RLlib] Solve PyTorch/TF-eager A3C async race condition between calling model and its value function. (#13467) 2021-01-18 10:29:03 -08:00
Sven Mika
56878221ed
[RLlib] Redo: Make TFModelV2 fully modular like TorchModelV2 (soft-deprecate register_variables, unify var names wrt torch). (#13363) 2021-01-14 14:44:33 +01:00
Kai Fricke
25f10a947a
Revert "[RLlib] Make TFModelV2 behave more like TorchModelV2: Obsolete register_variables. Unify variable dicts. (#13339)" (#13361)
This reverts commit e2b2abb88b.
2021-01-12 12:33:57 +01:00
Sven Mika
e2b2abb88b
[RLlib] Make TFModelV2 behave more like TorchModelV2: Obsolete register_variables. Unify variable dicts. (#13339) 2021-01-11 22:42:30 +01:00
Sven Mika
a5b39ef8e2
[RLlib] Fix missing "info_batch" arg (None) in compute_actions calls. (#13237) 2021-01-07 21:25:02 +01:00
Sven Mika
8726521604
[RLlib] JAXPolicy prep PR #2 (move get_activation_fn (backward-compatibly), minor fixes and preparations). (#13091) 2020-12-30 22:30:52 -05:00
Sven Mika
99ae7bae05
[RLlib] JAXPolicy prep. PR #1. (#13077) 2020-12-26 20:14:18 -05:00
Sven Mika
99c81c6795
[RLlib] Attention Net prep PR #3. (#12450) 2020-12-07 13:08:17 +01:00
Sven Mika
fb318addcb
[RLlib] Curiosity exploration module: tf/tf2.x/tf-eager support. (#11945) 2020-11-29 12:31:24 +01:00
Sven Mika
0df55a139c
[RLlib] Attention Net prep PR #1: Smaller cleanups. (#12447)
* WIP.

* Fix.

* Fix.

* Fix.
2020-11-27 16:25:47 -08:00
Sven Mika
62c7ab5182
[RLlib] Trajectory view API: Enable by default for PPO, IMPALA, PG, A3C (tf and torch). (#11747) 2020-11-12 16:27:34 +01:00
Sven Mika
291c172d83
[RLlib] Support Simplex action spaces for SAC (torch and tf). (#11909) 2020-11-11 18:45:28 +01:00
dHannasch
8346dedc3a
Fix the linter failure. (#11755) 2020-11-02 18:02:15 +01:00
bcahlit
26176ec570
[RLlib] Fix epsilon_greedy on nested_action_spaces only in pytorch (#11453)
* [RLlib] Fix epsilon_greedy on nested_action_spaces only in pytorch

* epsilon_greedy on Continuous action

* formatt

* Fix error

* fix format

* fix bug

* increase speed

* Update rllib/utils/exploration/epsilon_greedy.py

* Update rllib/utils/exploration/epsilon_greedy.py

* Update rllib/utils/exploration/epsilon_greedy.py

Co-authored-by: Sven Mika <sven@anyscale.io>
2020-11-02 12:22:33 +01:00