Commit graph

16 commits

Author SHA1 Message Date
Carlo Grisetti
a8286c55af
[RLLib] Fix deprecated convert_to_non_torch_type (#20751) 2021-12-09 14:42:12 +01:00
Jun Gong
2317c693cf
[RLlib] Use SampleBrach instead of input dict whenever possible (#20746) 2021-12-02 13:11:26 +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
b4300dd532
[RLlib] Issue 18812: Torch multi-GPU stats not protected against race conditions. (#18937) 2021-10-04 13:29:00 +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
7f2b3c0824
[RLlib] Issue 17667: CQL-torch + GPU not working (due to simple_optimizer=False; must use simple optimizer!). (#17742) 2021-08-11 18:30:21 +02:00
Sven Mika
811d71b368
[RLlib] Issue 17653: Torch multi-GPU (>1) broken for LSTMs. (#17657) 2021-08-11 12:44:35 +02:00
Sven Mika
53206dd440
[RLlib] CQL BC loss fixes; PPO/PG/A2|3C action normalization fixes (#16531) 2021-06-30 12:32:11 +02:00
Sven Mika
2900a06dd7
[RLlib] Issue 14503: SAC not allowing custom action distributions. (#16427) 2021-06-18 17:27:29 +02:00
Sven Mika
839fc59224
[RLlib] CQL TensorFlow support (#15841) 2021-05-18 11:10:46 +02:00
Sven Mika
469f5227da
[RLlib] CQL bug fix: Normalize actions for atanh in BC part of the CQL loss. (#15814) 2021-05-16 15:21:06 +02:00
Sven Mika
c4a3e1589b
[RLlib] CQL: Bug fixes and OPE example added to test and offline_rl.py example. (#15761) 2021-05-13 09:17:23 +02:00
Michael Luo
4cbe13cdfd
[RLlib] CQL loss fn fixes, MuJoCo + Pendulum benchmarks, offline-RL example script w/ json file. (#15603)
Co-authored-by: Sven Mika <sven@anyscale.io>
Co-authored-by: sven1977 <svenmika1977@gmail.com>
2021-05-04 19:06:19 +02:00
Michael Luo
ec2c10309b
[RLlib] CQL for HalfCheetah-Random-v0 + Hopper-Random-v0 + CQL Bug Fixes (#14243) 2021-02-22 17:30:18 +01:00
Sven Mika
2e3655e8a9
[RLlib] Issue 9071 A3C w/ RNN not working due to VF assuming no RNN. (#13238) 2021-01-19 14:22:36 +01:00
Michael Luo
42cd414e5b
[RLlib] New Offline RL Algorithm: CQL (based on SAC) (#13118) 2020-12-30 10:11:57 -05:00