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The Top 23 Model Based Reinforcement Learning Open Source Projects

Open source projects categorized as Model Based Reinforcement Learning
Categories > Model Based Reinforcement Learning
Di Engine ⭐ 2,681
OpenDILab Decision AI Engine
dependent packages 2total releases 19most recent commit 5 months agopypi DI-engine} Downloads
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42most recent commit 5 months agopypi torchrl} Downloads
Mbrl Lib ⭐ 821
Library for Model Based RL
total releases 10most recent commit a year ago
Awesome Model Based Rl ⭐ 620
A curated list of awesome model based RL resources (continually updated)
most recent commit 6 months ago
Di Engine Docs ⭐ 234
DI-engine docs (Chinese and English)
most recent commit 5 months ago
My_bibliography_for_research_on_autonomous_driving ⭐ 175
Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"
most recent commit 4 years ago
Reinforcement Learning Papers ⭐ 159
Related papers for reinforcement learning, including classic papers and latest papers in top conferences
most recent commit 7 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
Pianofingering.jl ⭐ 107
(Experimental, a lot of bugs) Advanced automatic fingering generator for piano scores, determining optimal fingering using Model-Based Reinforcement Learning, written in the Julia language.
most recent commit 9 months ago
Data Efficient Reinforcement Learning With Probabilistic Model Predictive Control ⭐ 76
Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gym environments
most recent commit a year ago
Baconian Project ⭐ 68
Model-based Reinforcement Learning Framework
total releases 4most recent commit 4 years ago
Latentplan ⭐ 60
Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.
most recent commit a year ago
Awesome Model Based Reinforcement Learning ⭐ 57
A curated list of awesome Model-based reinforcement learning resources
most recent commit 4 years ago
Meee ⭐ 53
Code to reproduce the experiments in Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation (MEEE).
most recent commit 10 months ago
Racing_dreamer ⭐ 50
Latent Imagination Facilitates Zero-Shot Transfer in Autonomous Racing
most recent commit a year ago
Bellman ⭐ 32
Model-based reinforcement learning in TensorFlow
most recent commit 3 years ago
Deep Active Inference Mc ⭐ 28
Deep active inference agents using Monte-Carlo methods
most recent commit 3 years ago
Pearl ⭐ 27
Adaptable tools to make reinforcement learning and evolutionary computation algorithms.
most recent commit 2 years ago
Him Agent ⭐ 27
The Hierarchical Intrinsically Motivated Agent (HIMA) is an algorithm that is intended to exhibit an adaptive goal-directed behavior using neurophysiological models of the neocortex, basal ganglia, and thalamus.
most recent commit 5 months 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 a year 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
La Mbda ⭐ 16
LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization
most recent commit a year ago
The 2 Most Depended On Model Based Reinforcement Learning Open Source Projects
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42latest release October 25, 2023most recent commit 5 months agopypi torchrl} Downloads
Di Engine ⭐ 2,681
OpenDILab Decision AI Engine
dependent packages 2total releases 19latest release December 05, 2023most recent commit 5 months agopypi DI-engine} Downloads
The 4 Latest Releases In Model Based Reinforcement Learning Open Source Projects
Di Engine ⭐ 2,681
OpenDILab Decision AI Engine
dependent packages 2total releases 19latest release December 05, 2023most recent commit 5 months agopypi DI-engine} Downloads
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42latest release October 25, 2023most recent commit 5 months agopypi torchrl} Downloads
Mbrl Lib ⭐ 821
Library for Model Based RL
total releases 10latest release January 14, 2022most recent commit a year 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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