feature(cxy): add averaged-dqn policy #683
Open
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
PaParaZz1
requested changes
Jul 10, 2023
| @@ -53,3 +53,5 @@ | |||
|
|
|||
| # new-type policy | |||
| from .ppof import PPOFPolicy | |||
|
|
|||
| from .averaged_dqn import AveragedDQNPolicy, EnsembleDQNPolicy | |||
There was a problem hiding this comment.
move it to the old-type policy part
| class AveragedDQNPolicy(DQNPolicy): | ||
| """ | ||
| Overview: | ||
| Policy class of Averaged_DQN algorithm. |
|
|
||
| # use model_wrapper for specialized demands of different modes | ||
| self._target_model_list = copy.deepcopy(self._prime_model_list) | ||
| if 'target_update_freq' in self._cfg.learn: |
There was a problem hiding this comment.
only use one type target update here
|
|
||
|
|
||
| def _state_dict_learn(self) -> Dict[str, Any]: | ||
| """ |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Description
Adding new policy: averaged-dqn and part of ensemble-dqn.
Related Issue
TODO
Check List