https://github.com/tensorflow/agents

bandits contextual-bandits dqn multi-armed-bandits reinforcement-learning rl-algorithms tensorflow tf-agents

Score: 22.971285120395702

Last synced: 1 day ago
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Repository metadata:

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

Host: GitHub
URL: https://github.com/tensorflow/agents
Owner: tensorflow
License: apache-2.0
Created: 2018-11-17T00:29:12.000Z (almost 8 years ago)
Default Branch: master
Last Pushed: 2026-01-16T22:49:15.000Z (10 months ago)
Last Synced: 2026-11-06T13:41:26.299Z (2 days ago)
Topics: bandits, contextual-bandits, dqn, multi-armed-bandits, reinforcement-learning, rl-algorithms, tensorflow, tf-agents
Language: Python
Homepage:
Size: 13 MB
Stars: 3,031
Watchers: 72
Forks: 750
Open Issues: 214
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md

Owner metadata:

Name: tensorflow
Login: tensorflow
Email: github-admin@tensorflow.org
Kind: organization
Description:
Website: http://www.tensorflow.org
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/15658638?v=4
Repositories: 107
Last Synced at: 2026-11-01T07:34:53.351Z
Profile URL: https://github.com/tensorflow

GitHub Events

Total

Fork event: 31
Issue comment event: 17
Issues event: 16
Push event: 12
Watch event: 175
Total: 251

Last Year

Fork event: 3
Issue comment event: 3
Issues event: 1
Push event: 3
Watch event: 16
Total: 26

Committers metadata

Last synced: 2 days ago

Total Commits: 2,191
Total Committers: 153
Avg Commits per committer: 14.32
Development Distribution Score (DDS): 0.831

Commits in past year: 5
Committers in past year: 4
Avg Commits per committer in past year: 1.25
Development Distribution Score (DDS) in past year: 0.6

Name	Email	Commits
TF-Agents Team	n**y@g**m	370
Oscar Ramirez	o**s@g**m	241
Toby Boyd	t**d@g**m	212
Eugene Brevdo	e**o@g**m	157
Gábor Bartók	b**k@g**m	133
Sergio Guadarrama	s**a@g**m	125
Summer Yue	s**e@g**m	96
Anoop Korattikara	k**p@g**m	78
Efi Kokiopoulou	k**u@g**m	61
Sam Fishman	s**n@g**m	53
Katya Gonina	k**a@g**m	50
Neal Wu	w**n@g**m	49
Alexa Greenberg	a**g@g**m	30
Robert Ormandi	o**i@g**m	28
Yao Lu	y**g@g**m	24
Gaurav Jain	g**n@g**m	22
Kuang-Huei Lee	l**h@g**m	20
Roopali Vij	r**v@g**m	16
Ebrahim Songhori	e**i@g**m	16
peter	p**h@g**m	14
Marek Fi?er	m**r@g**m	14
TF-Agents Team	t**m@g**m	14
Seungjae Ryan Lee	s**e@g**m	14
Adam Wood	a**d@g**m	13
Victor Carbune	v**e@g**m	12
Mark Daoust	m**t@g**m	12
Wei Wei	w**e@g**m	11
Michael H. Evangelista	m**l@p**o	11
leroidauphin	j**d@g**m	10
Yilei Yang	y**g@g**m	10
and 123 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 153
Total pull requests: 45
Average time to close issues: 4 months
Average time to close pull requests: 6 months
Total issue authors: 123
Total pull request authors: 33
Average comments per issue: 2.15
Average comments per pull request: 1.67
Merged pull request: 18
Bot issues: 0
Bot pull requests: 0

Past year issues: 1
Past year pull requests: 5
Past year average time to close issues: N/A
Past year average time to close pull requests: about 1 month
Past year issue authors: 1
Past year pull request authors: 4
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.4
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/tensorflow/agents

Top Issue Authors

jacklu333333 (5)
sj31867 (3)
vittorione94 (3)
fede72bari (3)
Vetti420 (3)
zhezherun (3)
b-fg (3)
Robertfu89 (2)
PeterDomanski (2)
philstahlfeld (2)
anmol438 (2)
HadiSDev (2)
techGIAN (2)
maxima120 (2)
tottenjordan (2)

Top Pull Request Authors

coreyleveen (3)
porta-logica (3)
chunduriv (3)
b-marks (2)
cmarlin (2)
tacitvenom (2)
dajiaohuang (2)
hotamago (2)
j-svensmark (2)
olitheolix (1)
slowder (1)
msmith93 (1)
tiamilani (1)
philstahlfeld (1)
PoloMarco1 (1)

Top Issue Labels

bandits (3)
contributions welcome (2)
good first issue (1)
type:feature request (1)
waiting for response (1)
type:bug (1)

Top Pull Request Labels

cla: yes (2)

Package metadata

Total packages: 4
Total downloads:
- pypi: 17,902 last-month
Total docker downloads: 103
Total dependent packages: 6 (may contain duplicates)
Total dependent repositories: 1,052 (may contain duplicates)
Total versions: 1,321
Total maintainers: 5

pypi.org: tf-agents

TF-Agents: A Reinforcement Learning Library for TensorFlow

Homepage: https://github.com/tensorflow/agents
Documentation: https://tf-agents.readthedocs.io/
Licenses: Apache 2.0
Latest release: 0.19.0 (published almost 3 years ago)
Last Synced: 2026-11-06T20:47:04.667Z (1 day ago)
Versions: 51
Dependent Packages: 5
Dependent Repositories: 819
Downloads: 3,484 Last month
Docker Downloads: 103
Rankings:
- Dependent repos count: 0.419%
- Stargazers count: 1.43%
- Forks count: 1.643%
- Docker downloads count: 1.704%
- Downloads: 1.712%
- Average: 2.369%
- Dependent packages count: 7.306%
Maintainers (4)

pypi.org: tf-agents-nightly

TF-Agents: A Reinforcement Learning Library for TensorFlow

Homepage: https://github.com/tensorflow/agents
Documentation: https://tf-agents-nightly.readthedocs.io/
Licenses: Apache 2.0
Latest release: 0.20.0.dev20231221 (published almost 3 years ago)
Last Synced: 2026-11-06T14:03:34.778Z (2 days ago)
Versions: 1,243
Dependent Packages: 0
Dependent Repositories: 222
Downloads: 4,283 Last month
Rankings:
- Dependent repos count: 1.031%
- Stargazers count: 1.43%
- Forks count: 1.643%
- Average: 2.92%
- Downloads: 3.189%
- Dependent packages count: 7.306%
Maintainers (4)

pypi.org: agents

Efficient TensorFlow implementation of reinforcement learning algorithms.

Homepage: http://github.com/tensorflow/agents
Documentation: https://agents.readthedocs.io/
Licenses: Apache 2.0
Latest release: 1.4.0 (published over 8 years ago)
Last Synced: 2026-11-06T20:47:04.890Z (1 day ago)
Versions: 10
Dependent Packages: 1
Dependent Repositories: 11
Downloads: 10,135 Last month
Rankings:
- Stargazers count: 1.43%
- Forks count: 1.643%
- Dependent repos count: 4.438%
- Average: 4.776%
- Dependent packages count: 7.306%
- Downloads: 9.06%
Maintainers (1)
- danijar

proxy.golang.org: github.com/tensorflow/agents

Homepage:
Documentation: https://pkg.go.dev/github.com/tensorflow/agents#section-documentation
Licenses: apache-2.0
Latest release: v0.19.0 (published almost 3 years ago)
Last Synced: 2026-11-06T03:11:54.296Z (2 days ago)
Versions: 17
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 9.016%
- Average: 9.591%
- Dependent repos count: 10.166%

Dependencies

setup.py pypi

tf_agents/examples/cql_sac/kumar20/dataset/test_data/antmaze-medium-play-v0_0.tfrecord.spec rpm

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