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Reinforcement Learning

7 repositories

DrQ-v2: Improved Data-Augmented Reinforcement Learning

Python 402 92 Updated May 31, 2022

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

Python 2,606 488 Updated Apr 29, 2024

Reinforcement Learning Based Parcel Singulation with Variable State Space Dimension

C 2 1 Updated Feb 8, 2021

Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"

Python 506 68 Updated Oct 6, 2022

A collection of reference environments for offline reinforcement learning

Python 1,525 298 Updated Nov 18, 2024

Accompanying code for "Learning and Planning in Average-Reward Markov Decision Processes"

Jupyter Notebook 14 2 Updated Feb 10, 2021

[RAL 2023] transformer + reinforcement learning for navigation + POMPD

Python 12 Updated Jul 19, 2023
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