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32 search results found

Muzero General ⭐ 2,203

Pythonlinearnonlinearcontrol ⭐ 747

PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.

Awesome Model Based Rl ⭐ 620

A curated list of awesome model based RL resources (continually updated)

Handful Of Trials ⭐ 400

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

World Models ⭐ 347

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

Muzero Pytorch ⭐ 302

Pytorch Implementation of MuZero

Bayesian Reinforcement Learning in Tensorflow

Reinforcement Learning Papers ⭐ 159

Related papers for reinforcement learning, including classic papers and latest papers in top conferences

Handful Of Trials Pytorch ⭐ 156

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

Model Based Papers ⭐ 121

My reading list for model-based control

Unstable_baselines ⭐ 90

Re-implementations of SOTA RL algorithms.

Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.

Baconian Project ⭐ 68

Model-based Reinforcement Learning Framework

Code for reproducing experiments in Model-Based Active Exploration, ICML 2019

Reinforcement learning algorithms in RLlib

Iclr2019 Rl Papers ⭐ 37

The Reinforcement-Learning-Related Papers of ICLR 2019

Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.

Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875)

JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"

Code for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023

Model Based Reinforcement Learning For Online Recommendation ⭐ 18

A pytorch implementation of A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation.

A PyTorch implementation of DeepMind's MuZero agent

Rl Short Course ⭐ 18

Reinforcement Learning Short Course

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

A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments.

ReLAx - Reinforcement Learning Applications Library

Worldmodels A3c ⭐ 9

World Models with A3C on Carracing-v0 in gym

Muesli Lunarlander ⭐ 9

Muesli RL algorithm implementation (PyTorch) (LunarLander-v2)

Model-based Offline Policy Optimization re-implement all by pytorch

Efficient_rl ⭐ 8

Reimplementation of "An Object-Oriented Representation for Efficient RL"

Causal Mbrl ⭐ 6

Toolkit of Causal Model-based Reinforcement Learning.

Code for paper: Model-based Reinforcement Learning for Continuous Control with Posterior Sampling (https://arxiv.org/abs/2012.09613)

Related Searches

Reinforcement Learning Model Based Rl (25)

Python Model Based Rl (24)

Pytorch Model Based Rl (11)

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