model-based-rl
Here are 72 public repositories matching this topic...
A curated list of awesome model based RL resources (continually updated)
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Jun 17, 2024
PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.
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Aug 23, 2021 - Python
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
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Jul 19, 2022 - Python
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
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Jul 6, 2023 - Python
Pytorch Implementation of MuZero
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Jul 23, 2023 - Python
Bayesian Reinforcement Learning in Tensorflow
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Feb 15, 2021 - Python
Related papers for reinforcement learning, including classic papers and latest papers in top conferences
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Jul 18, 2024
Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.
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Sep 9, 2021 - Python
Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
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Dec 8, 2022 - Python
Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
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Nov 21, 2022 - Python
Re-implementations of SOTA RL algorithms.
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Sep 7, 2023 - Python
Model-based Reinforcement Learning Framework
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May 22, 2020 - Python
World Model based Autonomous Driving Platform in CARLA 🚗
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Aug 17, 2024 - Python
Code for reproducing experiments in Model-Based Active Exploration, ICML 2019
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Jul 23, 2019 - Python
Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.
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May 13, 2024 - Python
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Jul 7, 2020 - Python
Reinforcement learning algorithms in RLlib
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May 3, 2024 - Python
Sampling based Model Predictive Control package for Model-Based RL research
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Oct 20, 2020 - Python
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