skill-learning topic
ManiSkill
SAPIEN Manipulation Skill Framework, a GPU parallelized robotics simulator and benchmark
scalingup
[CoRL 2023] This repository contains data generation and training code for Scaling Up & Distilling Down
disk
PyTorch implementation for "Discovery of Incremental Skills" (DISk) algorithm from ICLR 2022 paper "One After Another: Learning Incremental Skills for a Changing World"
mastering-urlb
[ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and use planning (Dyna-MPC) during fine-tuning.
choreographer
[ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to efficiently coordinate and adapt the skills to solve downstream tas...