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mbpo

Here are 5 public repositories matching this topic...

nslyubaykin / relax

ReLAx - Reinforcement Learning Applications Library

dqn ddpg sac trpo categorical-dqn ppo model-based-rl dyna-q reinforcementlearning td3 policy-gradients rainbow-dqn n-step-bootstrapping mbpo

Updated Feb 19, 2023
Python

stwerner97 / model-based-pde-control

Numerical Evidence for Sample Efficiency of Model-Based over Model-Free Reinforcement Learning Control of Partial Differential Equations [ECC'24]

reinforcement-learning gym partial-differential-equations proximal-policy-optimization model-based-reinforcement-learning surrogate-models soft-actor-critic kuramoto-sivashinsky stable-baselines3 mbpo

Updated Jun 27, 2024
Python

KohlerHECTOR / Tree-MBPO

Study Model-Based Policy Optimization by varying the model estimator classes (e.g Decision Trees vs MLP)

scikit-learn rl mlp decision-tree sac mbrl stable-baselines3 mbpo

Updated Feb 7, 2024
Python

nslyubaykin / relax_mbpo_example

Example MBPO implementation with ReLAx

reinforcement-learning reinforcement-learning-algorithms sac continuous-control model-based-rl model-based-reinforcement-learning soft-actor-critic mbpo model-based-acceleration

Updated Aug 29, 2022
Jupyter Notebook

vaishn99 / MBPO-MDP

A re-implementation of MBPO algorithm for MDP env.

Updated Feb 7, 2023
Jupyter Notebook

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