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The Top 23 Model Based Rl Open Source Projects

Open source projects categorized as Model Based Rl
Categories > Model Based Rl
Muzero General ⭐ 2,203
MuZero
most recent commit 8 months ago
Pythonlinearnonlinearcontrol ⭐ 747
PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.
total releases 1most recent commit 3 years ago
Awesome Model Based Rl ⭐ 620
A curated list of awesome model based RL resources (continually updated)
most recent commit 3 months ago
Handful Of Trials ⭐ 400
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
most recent commit 10 months ago
World Models ⭐ 347
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
most recent commit 4 years ago
Muzero Pytorch ⭐ 302
Pytorch Implementation of MuZero
most recent commit 9 months ago
Pilco ⭐ 213
Bayesian Reinforcement Learning in Tensorflow
most recent commit 3 years ago
Reinforcement Learning Papers ⭐ 159
Related papers for reinforcement learning, including classic papers and latest papers in top conferences
most recent commit 4 months ago
Handful Of Trials Pytorch ⭐ 156
Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
most recent commit 2 years ago
Model Based Papers ⭐ 121
My reading list for model-based control
most recent commit 5 years ago
Unstable_baselines ⭐ 90
Re-implementations of SOTA RL algorithms.
most recent commit 8 months ago
Dads ⭐ 82
Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.
most recent commit 4 years ago
Baconian Project ⭐ 68
Model-based Reinforcement Learning Framework
total releases 4most recent commit 4 years ago
Max ⭐ 63
Code for reproducing experiments in Model-Based Active Exploration, ICML 2019
most recent commit 5 years ago
Raylab ⭐ 51
Reinforcement learning algorithms in RLlib
total releases 99most recent commit 5 months ago
Iclr2019 Rl Papers ⭐ 37
The Reinforcement-Learning-Related Papers of ICLR 2019
most recent commit 5 years ago
Peg ⭐ 34
Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.
most recent commit 10 months ago
Admrl ⭐ 23
Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875)
most recent commit 3 years ago
Omd ⭐ 23
JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
most recent commit 3 years ago
Rosmo ⭐ 19
Code for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023
most recent commit 9 months ago
Model Based Reinforcement Learning For Online Recommendation ⭐ 18
A pytorch implementation of A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation.
most recent commit 4 years ago
Muzero ⭐ 18
A PyTorch implementation of DeepMind's MuZero agent
most recent commit 5 months ago
Rl Short Course ⭐ 18
Reinforcement Learning Short Course
most recent commit 8 months ago
The 3 Latest Releases In Model Based Rl Open Source Projects
Raylab ⭐ 51
Reinforcement learning algorithms in RLlib
total releases 99latest release March 11, 2022most recent commit 5 months ago
Baconian Project ⭐ 68
Model-based Reinforcement Learning Framework
total releases 4latest release May 01, 2020most recent commit 4 years ago
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