rail-berkeley

Robotic AI & Learning Lab Berkeley Joined Sept 2016 View on GitHub

Stars
8,287
across 22 public repos
Rank
#4,567
of 94,827 organizations, top 5%
Down 314 places this week

Repositories with 50+ stars

rail-berkeley's repositories with their overall rank
RankRepositoryLanguageStars
22,934

Collection of reinforcement learning algorithms

Python 2,951
43,303 Python 1,582
47,591

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

Python 1,439
75,651

SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning

Python 867
199,262 Python 295
204,630 Python 286
228,627

Cartesian impedance controller with reference limiting for Franka Emika Robot

C++ 251
309,793 C++ 174
521,211 Python 91
560,658

Code release for paper "Autonomous Improvement of Instruction Following Skills via Foundation Models" | CoRL 2024

Python 83
774,411 Python 55
785,730 Python 54

Among 94,827 organizations

6.3k–10k stars: 1,978 organizations, including rail-berkeley

Stars along the bottom, and organizations in each band on a log scale

When they were made

12 repos with 50+ stars, made between 2018 and 2024

Quick stats

Next rank
+1 star to reach #4,566
Next milestone
+26,686 stars to reach the top 1%
Public repos
22, 12 with 50+ stars
Popular repos
8 over 100 stars, 3 over 1k stars
Top repo
rlkit, #22,934 of all repos, 36% of stars
Smaller repos
159 stars from repos under 50

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