Sven Mika
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526fd6b5fb
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[RLlib] Issue 22444: KL-coeff not stored in persistent policy state. (#22590)
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2022-02-24 22:05:36 +01:00 |
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Steven Morad
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5d52b599aa
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[RLlib] Fix zero gradients for ppo-clipped vf (#22171)
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2022-02-15 08:57:18 +01:00 |
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Balaji Veeramani
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7f1bacc7dc
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[CI] Format Python code with Black (#21975)
See #21316 and #21311 for the motivation behind these changes.
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2022-01-29 18:41:57 -08:00 |
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Sven Mika
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4eaf70942d
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[RLlib] Issue 21297: Ignore PPO KL-loss term completely if kl-coeff == 0.0 to avoid NaN values due to some discrete action probs==0.0 (#21456)
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2022-01-10 11:22:40 +01:00 |
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Sven Mika
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f82880eda1
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Revert "Revert [RLlib] POC: Deprecate build_policy (policy template) for torch only; PPOTorchPolicy (#20061) (#20399)" (#20417)
This reverts commit 90dc5460d4.
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2021-11-16 14:49:41 +01:00 |
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Amog Kamsetty
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90dc5460d4
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Revert "[RLlib] POC: Deprecate build_policy (policy template) for torch only; PPOTorchPolicy (#20061)" (#20399)
This reverts commit 5b1c8e46e1.
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2021-11-15 16:11:35 -08:00 |
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Sven Mika
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5b1c8e46e1
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[RLlib] POC: Deprecate build_policy (policy template) for torch only; PPOTorchPolicy (#20061)
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2021-11-15 10:41:54 +01:00 |
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Sven Mika
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cf21c634a3
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[RLlib] Fix deprecated warning for torch_ops.py (soft-replaced by torch_utils.py). (#19982)
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2021-11-03 10:00:46 +01:00 |
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Sven Mika
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b4300dd532
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[RLlib] Issue 18812: Torch multi-GPU stats not protected against race conditions. (#18937)
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2021-10-04 13:29:00 +02:00 |
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Sven Mika
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698b4eeed3
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[RLlib] POC: Separate losses for APPO/IMPALA. Enable TFPolicy to handle multiple optimizers/losses (like TorchPolicy). (#18669)
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2021-09-21 22:00:14 +02:00 |
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Sven Mika
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494ddd98c1
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[RLlib] Replace "seq_lens" w/ SampleBatch.SEQ_LENS. (#17928)
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2021-08-21 17:05:48 +02:00 |
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Sven Mika
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4b3add0066
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[RLlib] Discussion 2021: PPO does not learn vf, iff use_gae=False (ignores use_critic setting). (#15610)
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2021-05-04 14:17:00 +02:00 |
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Sven Mika
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cecfc3b43b
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[RLlib] Multi-GPU support for Torch algorithms. (#14709)
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2021-04-16 09:16:24 +02:00 |
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Sven Mika
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1bb70e4907
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[RLlib] Issue 14523: Torch + py3.8 leads to GPU device error. (#15014)
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2021-03-30 21:43:11 +02:00 |
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Sven Mika
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04bc0a9828
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[RLlib] Remove all non-trajectory view API code. (#14860)
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2021-03-23 09:50:18 -07:00 |
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Sven Mika
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69202c6a7d
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[RLlib] Obsolete usage tracking dict via sample batch. (#13065)
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2021-03-17 08:18:15 +01:00 |
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Sven Mika
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2e3655e8a9
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[RLlib] Issue 9071 A3C w/ RNN not working due to VF assuming no RNN. (#13238)
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2021-01-19 14:22:36 +01:00 |
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Sven Mika
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99ae7bae05
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[RLlib] JAXPolicy prep. PR #1. (#13077)
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2020-12-26 20:14:18 -05:00 |
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Sven Mika
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d5604eaba3
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[RLlib] Attention nets PyTorch support and cleanup (using traj. view API). (#12029)
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2020-12-21 18:38:34 -08:00 |
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roireshef
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ef95db51e1
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[RLlib] Arbitrary input to value() when not using GAE (#12941)
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2020-12-21 12:19:33 -05:00 |
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Sven Mika
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99c81c6795
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[RLlib] Attention Net prep PR #3. (#12450)
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2020-12-07 13:08:17 +01:00 |
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Sven Mika
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0df55a139c
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[RLlib] Attention Net prep PR #1: Smaller cleanups. (#12447)
* WIP.
* Fix.
* Fix.
* Fix.
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2020-11-27 16:25:47 -08:00 |
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Sven Mika
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62c7ab5182
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[RLlib] Trajectory view API: Enable by default for PPO, IMPALA, PG, A3C (tf and torch). (#11747)
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2020-11-12 16:27:34 +01:00 |
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Sven Mika
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36bda8432b
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[RLlib] Trajectory view API: Simple List Collector (on by default for PPO); LSTM-agnostic (#11056)
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2020-10-01 16:57:10 +02:00 |
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Sven Mika
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ef18893fb5
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[RLlib] PPO, APPO, and DD-PPO code cleanup. (#10420)
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2020-09-02 14:03:01 +02:00 |
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Sven Mika
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e968b52cb7
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[RLlib] Trajectory view API - 03 Fast LSTM + prev actions/rewards (#9950)
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2020-08-21 12:35:16 +02:00 |
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Sven Mika
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2cbe29a7fa
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[RLlib] Curiosity minor fixes, do-overs, and testing. (#10143)
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2020-08-19 17:49:50 +02:00 |
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Sven Mika
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57690a3a9f
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[RLlib] Trajectory view API - 02 actual API scaffold (#9753)
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2020-08-06 10:54:20 +02:00 |
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Sven Mika
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b0b0463161
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[RLlib] Trajectory View API (preparatory cleanup and enhancements). (#9678)
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2020-07-29 21:15:09 +02:00 |
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Sven Mika
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935d8308fb
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[RLlib] Issue #9437 (PyTorch converts to CPU tensor, even if on GPU). (#9497)
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2020-07-16 14:55:50 +02:00 |
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Tanay Wakhare
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3536d8e4b3
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Masking error. With t*valid_mask, we get the error np.inf*0 = np.inf (#9407)
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2020-07-12 22:59:35 +02:00 |
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Sven Mika
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43043ee4d5
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[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.
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2020-06-30 10:13:20 +02:00 |
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Sven Mika
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5c6d5d4ab1
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This PR fixes the currently broken lstm_use_prev_action_reward flag for default lstm models (model.use_lstm=True). (#8970)
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2020-06-27 20:50:01 +02:00 |
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Sven Mika
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7008902cff
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[RLlib] Minor rllib.utils cleanup. (#8932)
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2020-06-16 08:52:20 +02:00 |
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Jan Blumenkamp
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d6f78f58dc
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Fix missing learning rate and entropy coeff schedule for torch PPO (#8572)
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2020-05-23 10:54:18 -07:00 |
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Sven Mika
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e153e3179f
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[RLlib] Exploration API: Policy changes needed for forward pass noisifications. (#7798)
* 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>
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2020-04-01 00:43:21 -07:00 |
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Sven Mika
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66df8b8c35
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[RLlib] Working/learning example: PPO + torch + LSTM. (#7797)
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2020-03-31 22:00:28 -07:00 |
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Sven Mika
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d8eeb96413
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Fix issue with torch PPO not handling action spaces of shape=(>1,). (#7398)
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2020-03-02 10:53:19 -08:00 |
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Sven Mika
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e2edca45d4
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[RLlib] PPO torch memory leak and unnecessary torch.Tensor creation and gc'ing. (#7238)
* 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.
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2020-02-22 11:02:31 -08:00 |
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Sven Mika
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d537e9f0d8
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[RLlib] Exploration API: merge deterministic flag with exploration classes (SoftQ and StochasticSampling). (#7155)
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2020-02-19 12:18:45 -08:00 |
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Eric Liang
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026f6884b5
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[rllib] Add Decentralized DDPPO trainer and documentation (#7088)
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2020-02-10 15:28:27 -08:00 |
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Sven Mika
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c957ed58ed
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[RLlib] Implement PPO torch version. (#6826)
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2020-01-20 23:06:50 -08:00 |
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