Projects in Awesome Lists tagged with model-based-rl
A curated list of projects in awesome lists tagged with model-based-rl .
https://github.com/werner-duvaud/muzero-general
MuZero
alphago alphazero deep-learning deep-reinforcement-learning gym machine-learning mcts model-based-rl monte-carlo-tree-search muzero muzero-general neural-network python3 pytorch reinforcement-learning residual-network rl self-learning tensorboard
Last synced: 14 May 2025
https://github.com/Shunichi09/PythonLinearNonlinearControl
PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.
cem ddp ilqr linear-control model-based-rl model-predictive-control mpc mppi nmpc nonlinear-control optimal-control reinforcement-learning
Last synced: 26 Mar 2025
https://github.com/ctallec/world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
model-based-rl pytorch reinforcement-learning
Last synced: 22 Apr 2026
https://github.com/nrontsis/pilco
Bayesian Reinforcement Learning in Tensorflow
gaussian-processes machine-learning model-based-rl reinforcement-learning tensorflow
Last synced: 06 Apr 2025
https://github.com/koulanurag/muzero-pytorch
Pytorch Implementation of MuZero
deep-reinforcement-learning model-based-rl planning tree-search
Last synced: 08 Oct 2025
https://github.com/google-research/dads
Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.
deep-learning model-based-rl reinforcement-learning skill-discovery unsupervised-learning
Last synced: 24 Apr 2025
https://github.com/danfeiX/model-based-papers
My reading list for model-based control
Last synced: 01 May 2025
https://github.com/danfeix/model-based-papers
My reading list for model-based control
Last synced: 25 Nov 2025
https://github.com/0xangelo/raylab
Reinforcement learning algorithms in RLlib
bokeh deep-learning generative-models machine-learning model-based-rl normalizing-flows pytorch reinforcement-learning rllib streamlit
Last synced: 02 May 2025
https://github.com/ossamaahmed/blackbox_mpc
Sampling based Model Predictive Control package for Model-Based RL research
derivative-free-optimization model-based-rl model-predictive-control reinforcement-learning sampling-based-planning
Last synced: 11 Sep 2025
https://github.com/evgenii-nikishin/omd
JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
automatic-differentiation deep-learning deep-reinforcement-learning dm-haiku dqn flax gym haiku jax machine-learning model-based-reinforcement-learning model-based-rl reinforcement-learning sac soft-actor-critic
Last synced: 13 Aug 2025
https://github.com/junming-yang/mopo
Model-based Offline Policy Optimization re-implement all by pytorch
model-based-rl offline-rl reinforcement-learning rl
Last synced: 05 Jul 2025
https://github.com/sail-sg/rosmo
Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023
arcade-learning-environment atari bsuite dm-haiku jax model-based-reinforcement-learning model-based-rl muzero muzero-unplugged offline-reinforcement-learning offline-rl reinforcement-learning rl-unplugged
Last synced: 07 Jul 2025
https://github.com/polixir/causal-mbrl
Toolkit of Causal Model-based Reinforcement Learning.
causal-discovery causal-inference model-based-rl reinforcement-learning
Last synced: 17 Sep 2025
https://github.com/borea17/efficient_rl
Reimplementation of "An Object-Oriented Representation for Efficient RL"
door-max efficient-rl model-based-rl reinforcement-learning reproducible-research
Last synced: 17 Jan 2026
https://github.com/shaheennabi/reinforcement-or-deep-reinforcement-learning-practices-and-mini-projects
Reinforcement Learning (RL)! This repository is your hands-on guide to implementing RL algorithms, from Markov Decision Processes (MDPs) to advanced methods like PPO and DDPG. Build smart agents, learn the math behind policies, and experiment with real-world applications!
actor-critic-algorithm agent markov-decision-processes model-based-rl model-free-rl monte-carlo policy-gradient policy-optimization proximal-policy-optimization reinforcement-learning research temporal-differencing-learning
Last synced: 11 Oct 2025
https://github.com/znreza/rl_best_presentation
This presentation contains very precise yet detailed explanation of concepts of a very interesting topic -- Reinforcement Learning.
active-learning alphago bandit-algorithm bandit-learning exploitation exploration model-based-rl model-free passive-learning reinforcement-learning reinforcement-learning-algorithms rl-vs-supervised-learning rl-vs-unsupervised-learning sarsa sarsa-learning td-learning
Last synced: 01 Jul 2025
https://github.com/kuohaozeng/cartpole_model_based_control
Behaviour Cloning of Cartpole Swing-up Policy with Model-Predictive Uncertainty Regularization (UW CSE571 Guided Project)
behavioral-cloning cartpole computer-vision deep-learning model-based-rl uncertainty-estimation uncertainty-neural-networks
Last synced: 14 Oct 2025
https://github.com/esther-poniatowski/massi2022
Testing different Reinforcement Learning strategies inspired by hippocampal replay for robotic navigation
hippocampus model-based-rl model-free-rl neurorobotics reinforcement-learning replays
Last synced: 28 Jun 2025
https://github.com/18520339/urban-mobility-rl
Balance safety, efficiency, and uncertainty in autonomous vehicle navigation and urban traffic management, with Model-based Reinforcement Learning
dynamic-programming markov-decision-processes model-based-rl policy policy-iteration reinforcement-learning value-iteration
Last synced: 22 Apr 2026
