Add GAIL algorithm - Githubissues

medipixel / rl_algorithms

Structural implementation of RL key algorithms

https://www.medipixel.io/

MIT License

506 stars 63 forks source link

Add GAIL algorithm #315

Closed isk03276 closed 3 years ago

isk03276 commented 3 years ago

Add GAIL algorithm with continuous action.

Add relu activation function in helper_function
Add accuracy-based early stopping to prevent discriminator from overfitting
Add hybrid reward function (GAIL reward + task reward)

[tested in lunarlander continuous v2]

lgtm-com[bot] commented 3 years ago

This pull request introduces 2 alerts when merging 294837dd7134b6637c56b7ac993e91d6345c476f into 3d106e5376031f60cc3a822f393612c9fb65467f - view on LGTM.com

new alerts:

1 for Signature mismatch in overriding method
1 for `__init__` method calls overridden method

lgtm-com[bot] commented 3 years ago

This pull request introduces 2 alerts when merging 8eaeb2ebb579a7fc1efea32e90306cf2ef76275f into 3d106e5376031f60cc3a822f393612c9fb65467f - view on LGTM.com

new alerts:

1 for Signature mismatch in overriding method
1 for `__init__` method calls overridden method

lgtm-com[bot] commented 3 years ago

This pull request introduces 2 alerts when merging 79137081cd7fcbd76cf552f55ce15ed9ae5d4898 into 3f0f095c22a2b355de0c7fc0c6e5b37a2a7446ee - view on LGTM.com

new alerts:

1 for Signature mismatch in overriding method
1 for `__init__` method calls overridden method

lgtm-com[bot] commented 3 years ago

This pull request introduces 2 alerts when merging 7651f8371ecfc65cb9bde9bfe6b8caee362841be into a607f07e80570b8754b17cb13aef4abfcffded42 - view on LGTM.com

new alerts:

1 for Signature mismatch in overriding method
1 for `__init__` method calls overridden method

jiseongHAN commented 3 years ago

we need to update readme.md

lgtm-com[bot] commented 3 years ago

This pull request introduces 2 alerts when merging beaa4ad8ddec0a2745df388b166965f7c6f9abd8 into a607f07e80570b8754b17cb13aef4abfcffded42 - view on LGTM.com

new alerts:

1 for Signature mismatch in overriding method
1 for `__init__` method calls overridden method

lgtm-com[bot] commented 3 years ago

This pull request introduces 2 alerts when merging 0832e7b7bbbe41590a8a0a7fbeb3b589e63fe528 into a607f07e80570b8754b17cb13aef4abfcffded42 - view on LGTM.com

new alerts:

1 for Signature mismatch in overriding method
1 for `__init__` method calls overridden method

lgtm-com[bot] commented 3 years ago

This pull request introduces 2 alerts when merging eba07fdc0eb176dbe950f26407b9aed0afe43031 into a607f07e80570b8754b17cb13aef4abfcffded42 - view on LGTM.com

new alerts:

1 for Signature mismatch in overriding method
1 for `__init__` method calls overridden method