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6 Commits

Author SHA1 Message Date
Dominik Jain
a8a367c42d Support IQN in high-level API 
* Add example atari_iqn_hl
* Factor out trainer callbacks to new module atari_callbacks
* Extract base class for DQN-based agent factories
* Improved module factory interface design, achieving higher generality
 2023-10-18 20:44:17 +02:00
Dominik Jain
a161a9cf58 Improve type annotations, fix type issues and add checks 2023-10-18 20:44:17 +02:00
Dominik Jain
837ff13c04 Reorder ExperimentBuilder args (EnvFactory first) 2023-10-18 20:44:17 +02:00
Dominik Jain
d269063e6a Remove 'RL' prefix from class names 2023-10-18 20:44:17 +02:00
Dominik Jain
b54fcd12cb Change high-level DQN interface to expect an actor instead of a critic, 
because that is what is functionally required
 2023-10-18 20:44:16 +02:00
Dominik Jain
1cba589bd4 Add DQN support in high-level API 
* Allow to specify trainer callbacks (train_fn, test_fn, stop_fn)
  in high-level API, adding the necessary abstractions and pass-on
  mechanisms
* Add example atari_dqn_hl
 2023-10-18 20:44:16 +02:00