ray/rllib/tuned_examples/cql
Sven Mika 3052193c9e
[RLlib] Fix CQL getting stuck when deprecated timesteps_per_iteration is used (use min_train_timesteps_per_reporting instead). (#24345)
Fix CQL getting stuck when deprecated timesteps_per_iteration is used (use min_train_timesteps_per_reporting instead).

CQL does not perform sampling timesteps and the deprecated timesteps_per_iteration is automatically translated into the new min_sample_timesteps_per_reporting, but should be translated (only for CQL and other purely offline RL algos) into min_train_timesteps_per_reporting.

If timesteps_per_iteration, CQL lever leaves the first iteration as it thinks it's not done yet (sample timesteps always remain at 0).
2022-04-29 21:02:34 +01:00
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halfcheetah-bc.yaml [RLlib] Fix CQL getting stuck when deprecated timesteps_per_iteration is used (use min_train_timesteps_per_reporting instead). (#24345) 2022-04-29 21:02:34 +01:00
halfcheetah-cql.yaml [RLlib] Fix CQL getting stuck when deprecated timesteps_per_iteration is used (use min_train_timesteps_per_reporting instead). (#24345) 2022-04-29 21:02:34 +01:00
hopper-bc.yaml [RLlib] Fix CQL getting stuck when deprecated timesteps_per_iteration is used (use min_train_timesteps_per_reporting instead). (#24345) 2022-04-29 21:02:34 +01:00
hopper-cql.yaml [RLlib] Fix CQL getting stuck when deprecated timesteps_per_iteration is used (use min_train_timesteps_per_reporting instead). (#24345) 2022-04-29 21:02:34 +01:00
pendulum-cql.yaml [RLlib] Report total_train_steps correctly for offline agents like CQL. (#20541) 2021-11-22 21:46:45 +01:00