Sven Mika
5537fe13b0
[RLlib] Exploration API: ParamNoise Integration into DQN; working example/test cases. ( #7814 )
2020-04-03 10:44:25 -07:00
Sven Mika
e153e3179f
[RLlib] Exploration API: Policy changes needed for forward pass noisifications. ( #7798 )
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* Rollback.
* WIP.
* WIP.
* LINT.
* WIP.
* Fix.
* Fix.
* Fix.
* LINT.
* Fix (SAC does currently not support eager).
* Fix.
* WIP.
* LINT.
* Update rllib/evaluation/sampler.py
Co-Authored-By: Eric Liang <ekhliang@gmail.com>
* Update rllib/evaluation/sampler.py
Co-Authored-By: Eric Liang <ekhliang@gmail.com>
* Update rllib/utils/exploration/exploration.py
Co-Authored-By: Eric Liang <ekhliang@gmail.com>
* Update rllib/utils/exploration/exploration.py
Co-Authored-By: Eric Liang <ekhliang@gmail.com>
* WIP.
* WIP.
* Fix.
* LINT.
* LINT.
* Fix and LINT.
* WIP.
* WIP.
* WIP.
* WIP.
* Fix.
* LINT.
* Fix.
* Fix and LINT.
* Update rllib/utils/exploration/exploration.py
* Update rllib/policy/dynamic_tf_policy.py
Co-Authored-By: Eric Liang <ekhliang@gmail.com>
* Update rllib/policy/dynamic_tf_policy.py
Co-Authored-By: Eric Liang <ekhliang@gmail.com>
* Update rllib/policy/dynamic_tf_policy.py
Co-Authored-By: Eric Liang <ekhliang@gmail.com>
* Fixes.
* LINT.
* WIP.
Co-authored-by: Eric Liang <ekhliang@gmail.com>
2020-04-01 00:43:21 -07:00
Sven Mika
66df8b8c35
[RLlib] Working/learning example: PPO + torch + LSTM. ( #7797 )
2020-03-31 22:00:28 -07:00
Sven Mika
e4bd5db4d8
[RLlib] Minimal ParamNoise PR. ( #7772 )
2020-03-28 16:16:30 -07:00
Sven Mika
876a1ba5bd
[RLlib] Issue 7421: can't convert cuda tensor to numpy in torch ppo. ( #7445 )
2020-03-06 12:45:30 -08:00
Sven Mika
e2edca45d4
[RLlib] PPO torch memory leak and unnecessary torch.Tensor creation and gc'ing. ( #7238 )
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* Take out stats to analyze memory leak in torch PPO.
* WIP
* WIP
* WIP
* WIP
* WIP
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* WIP.
* LINT.
* Fix determine_tests_to_run.py.
* minor change to re-test after determine_tests_to_run.py.
* LINT.
* update comments.
* WIP
* WIP
* WIP
* FIX.
* Fix sequence_mask being dependent on torch being installed.
* Fix strange ray-core tf-error in test_memory_scheduling test case.
* Fix strange ray-core tf-error in test_memory_scheduling test case.
* Fix strange ray-core tf-error in test_memory_scheduling test case.
* Fix strange ray-core tf-error in test_memory_scheduling test case.
2020-02-22 11:02:31 -08:00
Sven Mika
c957ed58ed
[RLlib] Implement PPO torch version. ( #6826 )
2020-01-20 23:06:50 -08:00
Sven Mika
303547f119
[RLlib] Policy-classes cleanup and torch/tf unification. ( #6770 )
2020-01-17 22:26:28 -08:00
Sven
60d4d5e1aa
Remove future imports ( #6724 )
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* Remove all __future__ imports from RLlib.
* Remove (object) again from tf_run_builder.py::TFRunBuilder.
* Fix 2xLINT warnings.
* Fix broken appo_policy import (must be appo_tf_policy)
* Remove future imports from all other ray files (not just RLlib).
* Remove future imports from all other ray files (not just RLlib).
* Remove future import blocks that contain `unicode_literals` as well.
Revert appo_tf_policy.py to appo_policy.py (belongs to another PR).
* Add two empty lines before Schedule class.
* Put back __future__ imports into determine_tests_to_run.py. Fails otherwise on a py2/print related error.
2020-01-09 00:15:48 -08:00
gehring
b520f6141e
[rllib] Adds eager support with a generic TFEagerPolicy class ( #5436 )
2019-08-23 14:21:11 +08:00
Eric Liang
5d7afe8092
[rllib] Try moving RLlib to top level dir ( #5324 )
2019-08-05 23:25:49 -07:00
