Sven Mika
66d204e078
[RLlib] Model documentation enhancements. ( #10011 )
2020-08-13 13:36:40 +02:00
Sven Mika
4b10bdf8fc
[RLlib] rollout.py - Add multi-agent test case. ( #9981 )
2020-08-10 19:44:23 +02:00
Sven Mika
57690a3a9f
[RLlib] Trajectory view API - 02 actual API scaffold ( #9753 )
2020-08-06 10:54:20 +02:00
Sven Mika
19d785b947
[LINT] Except RLlib from checking for flake8 error F821 ( #9946 )
2020-08-06 10:44:37 +02:00
Sven Mika
e540e425e4
[RLlib] rllib rollout test and bug fixes. ( #9779 )
2020-07-30 16:17:03 +02:00
Sven Mika
5dc4b6686e
[RLlib] Implement DQN PyTorch distributional head. ( #9589 )
2020-07-25 09:29:24 +02:00
Sven Mika
887cf5eca7
MADDPG learning confirmation test. ( #9538 )
2020-07-17 20:18:02 +02:00
Sven Mika
78dfed2683
[RLlib] Issue 8384: QMIX doesn't learn anything. ( #9527 )
2020-07-17 12:14:34 +02:00
Sven Mika
617eb8f279
[RLlib] Issue 9402 MARWIL producing nan rewards. ( #9429 )
2020-07-14 05:07:16 +02:00
Sven Mika
fcdf410ae1
[RLlib] Tf2.x native. ( #8752 )
2020-07-11 22:06:35 +02:00
Sven Mika
01125b8fcf
[RLlib] DQN rainbow eager-mode (keras style NoisyLayer) (preparation for native tf2.x support). ( #9304 )
2020-07-09 10:44:10 +02:00
Sven Mika
4da0e542d5
[RLlib] DDPG and SAC eager support (preparation for tf2.x) ( #9204 )
2020-07-08 16:12:20 +02:00
Benjamin Black
1425cdf834
Pettingzoo environment support ( #9271 )
...
* added pettingzoo wrapper env and example
* added docs, examples for pettingzoo env support
* fixed pettingzoo env flake8, added test
* fixed pettingzoo env import
* fixed pettingzoo env import
* fixed pettingzoo import issue
* fixed pettingzoo test
* fixed linting problem
* fixed bad quotes
* future proofed pettingzoo dependency
* fixed ray init in pettingzoo env
* lint
* manual lint
Co-authored-by: Eric Liang <ekhliang@gmail.com>
2020-07-06 21:32:26 -07:00
Sven Mika
f43d934817
[RLlib] Type annotations for policy. ( #9248 )
2020-07-05 13:09:51 +02:00
Sven Mika
5b2a97597b
[RLlib] Retire try_import_tree (should be installed along with other requirements). ( #9211 )
...
- Retire try_import_tree.
- Stabilize test_supported_multi_agent.py.
2020-07-02 13:06:34 +02:00
Sven Mika
43043ee4d5
[RLlib] Tf2x preparation; part 2 (upgrading try_import_tf()). ( #9136 )
...
* WIP.
* Fixes.
* LINT.
* WIP.
* WIP.
* Fixes.
* Fixes.
* Fixes.
* Fixes.
* WIP.
* Fixes.
* Test
* Fix.
* Fixes and LINT.
* Fixes and LINT.
* LINT.
2020-06-30 10:13:20 +02:00
Sven Mika
5c6d5d4ab1
This PR fixes the currently broken lstm_use_prev_action_reward flag for default lstm models (model.use_lstm=True). ( #8970 )
2020-06-27 20:50:01 +02:00
Sven Mika
4fd8977eaf
[RLlib] Minor cleanup in preparation to tf2.x support. ( #9130 )
...
* WIP.
* Fixes.
* LINT.
* Fixes.
* Fixes and LINT.
* WIP.
2020-06-25 19:01:32 +02:00
Sven Mika
aa231799ed
Dyna test: small -> medium. ( #9118 )
2020-06-24 12:02:44 +02:00
Michael Luo
cf0894d396
[rllib] MAML Agent ( #8862 )
...
* Halfway done with transferring MAML to new Ray
* MAML Beta Out
* Debugging MAML atm
* Distributed Execution
* Pendulum Mass Working
* All experiments complete
* Cleaned up codebase
* Travis CI
* Travis CI
* Tests
* Merged conflicts
* Fixed variance bug conflict
* Comment resolved
* Apply suggestions from code review
fixed test_maml
* Update rllib/agents/maml/tests/test_maml.py
* asdf
* Fix testing
Co-authored-by: Sven Mika <sven@anyscale.io>
2020-06-23 09:48:23 -07:00
Sven Mika
2589309cf0
[RLlib] Make sure torch and tf behave the same wrt conv2d nets. ( #8785 )
2020-06-20 00:05:19 +02:00
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
Eric Liang
be26a7b1b0
[rllib] Support for complex / variable-length observation spaces ( #8393 )
2020-06-06 12:22:19 +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
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
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
Sven Mika
2746fc0476
[RLlib] Auto-framework, retire use_pytorch in favor of framework=... ( #8520 )
2020-05-27 16:19:13 +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
Eric Liang
9a83908c46
[rllib] Deprecate policy optimizers ( #8345 )
2020-05-21 10:16:18 -07:00
Sven Mika
796a834c48
[RLlib] Attention Net integration into ModelV2 and learning RL example. ( #8371 )
2020-05-18 17:26:40 +02:00
Sven Mika
5f4c196fed
[RLlib] Make PyTorch Model forward pass faster in vf-case. ( #8422 )
2020-05-14 10:15:50 +02:00
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
Eric Liang
9d012626e5
[rllib] Distributed exec workflow for impala ( #8321 )
2020-05-11 20:24:43 -07:00
Sven Mika
754290daad
[RLlib] Add light-weight Trainer.compute_action() tests for all Algos. ( #8356 )
2020-05-08 16:31:31 +02:00
Eric Liang
9f04a65922
[rllib] Add PPO+DQN two trainer multiagent workflow example ( #8334 )
2020-05-07 23:40:29 -07:00
Sven Mika
b95e28faea
[RLlib] APEX_DDPG (PyTorch) test case and docs. ( #8288 )
...
APEX_DDPG (PyTorch) test case and docs.
2020-05-04 09:36:27 +02:00
Sven Mika
166bb5d690
[RLlib] IMPALA PyTorch ( #8287 )
...
This PR adds an IMPALA PyTorch implementation.
- adds compilation tests for LSTM and w/o LSTM.
- adds learning test for CartPole.
2020-05-03 13:44:25 +02:00
Sven Mika
42991d723f
[RLlib] rllib/examples folder restructuring ( #8250 )
...
Cleans up of the rllib/examples folder by moving all example Envs into rllibexamples/env (so they can be used by other scripts and tests as well).
2020-05-01 22:59:34 +02:00
Sven Mika
b23b6addfc
[RLlib] Stabilize Pendulum-v0 regression test cases. ( #8232 )
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Stabilize Pendulum regression test cases.
2020-04-30 15:48:11 +02:00
Sven Mika
bf25aee392
[RLlib] Deprecate all Model(v1) usage. ( #8146 )
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Deprecate all Model(v1) usage.
2020-04-29 12:12:59 +02:00
Sven Mika
1775e89f26
[RLlib] Remove TupleActions and support arbitrarily nested action spaces. ( #8143 )
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Deprecate TupleActions and support arbitrarily nested action spaces.
Closes issue #8143 .
2020-04-28 14:59:16 +02:00
Sven Mika
4e713152e9
[RLlib] Fix for issue https://github.com/ray-project/ray/issues/8191 ( #8200 )
...
Fix attribute error when missing exploration in Policy.
Issue #8191
2020-04-27 23:19:26 +02:00
Sven Mika
499ad5fbe4
[RLlib] PyTorch version of APPO. ( #8120 )
...
- Translate all vtrace functionality to torch and added torch to the framework_iterator-loop in all existing vtrace test cases.
- Add learning test cases for APPO torch (both w/ and w/o v-trace).
- Add quick compilation tests for APPO (tf and torch, v-trace and no v-trace).
2020-04-23 09:11:12 +02:00
Sven Mika
e9ee5c4e5f
[RLlib] Nested action space PR (minimally invasive; torch only + test). ( #8101 )
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- Add TorchMultiActionDistribution class.
- Add framework-agnostic test cases for TorchMultiActionDistribution.
2020-04-23 09:09:22 +02:00
Sven Mika
3812bfedda
[RLlib] PyTorch version of ES (Evolution Strategies). ( #8104 )
...
PyTorch version of Evolution Strategies (ES) Algo.
2020-04-20 21:47:28 +02:00
roireshef
dbcad35022
[RLlib] Added DefaultCallbacks which replaces old callbacks dict interface ( #6972 )
2020-04-16 16:06:42 -07:00
