[RLlib; Offline RL] Validate episodes before adding them to the buffer.#48083

Merged

sven1977 merged 7 commits intoray-project:masterfrom simonsays1980:offline-rl-handle-duplicates-in-buffer

Oct 21, 2024

+217-59

Commits on Oct 17, 2024

Added validation method for episodes to 'OfflinePreLearner', such that no duplicates or fragments are added to the replay buffer b/c it cannot handle these. Furthermore, refined tests for 'OfflineP…
simonsays1980
committed
Added a validation for user settings that ensures that 'batch_mode=complete_episodes' when recording episodes. This ensures that episodes can be read in again for training.
simonsays1980
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Decreased iterations for recording and set test for prelearner to 'medium'.
simonsays1980
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Commits on Oct 19, 2024

Merge branch 'master' into offline-rl-handle-duplicates-in-buffer
simonsays1980
committed

Commits on Oct 21, 2024