bug cetitan cetoddle evolutionary_line fog frosmoth frozen_lake highres horns ice no_humans outdoors pokemon pokemon_(creature) pokemon_focus rivalclay

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A simple Dart package implementing reinforcement learning algorithms (Q-Learning, SARSA, Expected-SARSA). Changelog excerpt: ### Added - Documentation for `DartRlAction`constructor and `value`property - Documentation for `DartRlState`constructor and `value`property - Documentation for `DartRlAgent`constructor with parameter descriptions ### Changed - **Example structure**: Restructured examples to follow Dart package layout guidelines - Moved `frozen_lake_example.dart`to `example/frozen_lake/main.dart`with its own `pubspec.yaml` - Moved `grid_world_example.dart`to `example/grid_world/main.dart`with its own `pub[...]

In this section, we are going to implement an agent which can play the Frozen Lake game (Version 1) via deep Q-learning (DQL). You may take a look at the documentation of this game at the Gymnasium portal; see gymlibrary.dev/environments/toy_text/frozen_lake. We mainly implement the deep Q-network (DQN) and the DQL algorithm. You have been given with source files that include the implementation for most parts of the algorithms.

In this section, we are going to implement an agent which can play the Frozen Lake game (Version 1). You may read about it in the documentation at gymlibrary.dev/environments/toy_text/frozen_lake. We implement the basic SARSA and Q-Learning approaches. You have been given with source files and should only complete it. Attention: In the source files, you only work with module Agent.py .

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2girls :d absurdres banjie bare_tree blonde_hair boots bow branch brown_boots brown_hair chihaya_(clothing) chinese_commentary closed_mouth commentary_request dress flower footprints frilled_bow frilled_hair_tubes frills frozen_lake hair_bow hair_tubes hakama hakurei_reimu hands_in_opposite_sleeves hat hat_ribbon highres holding holding_branch japanese_clothes lace-up_boots long_hair long_sleeves mob_cap multiple_girls open_mouth orange_scarf outdoors partial_commentary purple_eyes purple_tabard red_bow red_hakama red_ribbon ribbon ribbon-trimmed_sleeves ribbon_trim scarf smile snow snowing standing tabard touhou tree very_long_hair white_dress white_hat wide_sleeves winter yakumo_yukari yellow_flower yin_yang yin_yang_print