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The Top 23 Python Model Based Rl Open Source Projects

Open source projects categorized as Python Model Based Rl
Categories > Model Based Rl
Muzero General ⭐ 2,203
MuZero
most recent commit 7 months ago
Handful Of Trials ⭐ 400
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
most recent commit 9 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
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
Unstable_baselines ⭐ 90
Re-implementations of SOTA RL algorithms.
most recent commit 7 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
Raylab ⭐ 51
Reinforcement learning algorithms in RLlib
total releases 99most recent commit 5 months 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
Rosmo ⭐ 19
Code for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023
most recent commit 9 months ago
Muzero ⭐ 18
A PyTorch implementation of DeepMind's MuZero agent
most recent commit 5 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
Deep Reinforcement Learning Cs285 Pytorch ⭐ 17
Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
most recent commit 3 years ago
Omega ⭐ 16
A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments.
most recent commit 2 years ago
Relax ⭐ 10
ReLAx - Reinforcement Learning Applications Library
most recent commit a year ago
Mopo ⭐ 9
Model-based Offline Policy Optimization re-implement all by pytorch
most recent commit 7 months ago
Worldmodels A3c ⭐ 9
World Models with A3C on Carracing-v0 in gym
most recent commit 4 years ago
Efficient_rl ⭐ 8
Reimplementation of "An Object-Oriented Representation for Efficient RL"
most recent commit a year ago
Causal Mbrl ⭐ 6
Toolkit of Causal Model-based Reinforcement Learning.
most recent commit a year ago
Mbpsrl ⭐ 5
Code for paper: Model-based Reinforcement Learning for Continuous Control with Posterior Sampling (https://arxiv.org/abs/2012.09613)
most recent commit 2 years ago
The 2 Latest Releases In Python 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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