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: 27 Nov 2024

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/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

model-based-rl reading-list

Last synced: 01 May 2025

https://github.com/danfeix/model-based-papers

My reading list for model-based control

model-based-rl reading-list

Last synced: 01 Mar 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/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: 14 Dec 2024

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: 14 Apr 2025

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