Topic: "cross-entropy-method"
alwaysbyx/Optimization-and-Search
Implementation and visualization (some demos) of search and optimization algorithms.
Language: Python - Size: 79.1 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 2
dhananjaisharma10/Model-based-Reinforcement-Learning
Model-based reinforcement learning using CEM, MPC and PETS
Language: Python - Size: 58.6 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 0
americocunhajr/CE-ABC
CE-ABC is a code to simulate the epidemic outbreaks with mechanistic models through a cross-entropy approximate Bayesian framework.
Language: MATLAB - Size: 68.1 MB - Last synced at: 2 days ago - Pushed at: 21 days ago - Stars: 7 - Forks: 1
jinning-li/cem-torch
Cross Entropy Method (CEM) implemented under Pytorch, supporting batch dimension and receding horizon style optimization.
Language: Python - Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0
ngctnnnn/Simulation_experiments_for_optimizing_objective_function
Simulation experiments for optimizing objective function with Differential Evolution, Evolution Strategies and Cross Entropy Method (2 versions)
Language: Jupyter Notebook - Size: 416 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 2
Prakhar-FF13/Reinforcement-Learning-With-Python
Reinforcement Learning Notebooks
Language: Python - Size: 115 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 1
vkurenkov/cem-tetris
Solving Tetris using Cross-Entropy Method
Language: Haskell - Size: 8.81 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0
americocunhajr/CEopt
CEopt is a Matlab routine for non-convex optimization using the Cross-Entropy method and augmented Lagrangian formulation.
Language: MATLAB - Size: 12.1 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 2 - Forks: 0
Phrungck/reinforcement-learning-models
Simple implementation and comparison of three reinforcement learning models.
Language: Jupyter Notebook - Size: 1.42 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
nslyubaykin/mbrl_multitasking
Model-Based RL Multi-Tasking with ReLAx
Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
americocunhajr/FraCTune
FraCTune is a Matlab package for tuning fractional-order controllers with the Cross-Entropy method and augmented Lagrangian formulation.
Language: MATLAB - Size: 32.5 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 1 - Forks: 0
americocunhajr/CROSS-OPT
CROSS-OPT is a Matlab package for optimizing truss structures with the Cross-Entropy method and augmented Lagrangian formulation.
Language: MATLAB - Size: 20.2 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 1 - Forks: 0
americocunhajr/SpringpotTune
SpringpotTune is a Matlab package designed for fitting variable-order springpot models using the Cross-Entropy method.
Language: MATLAB - Size: 2.22 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0
qureshinomaan/dmp_primitives_pytorch
Tools for using motion primitives like Dynamic Motion Primitives or Differentiable Linear Dynamic Systems in PyTorch.
Language: Python - Size: 8.79 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
bmaxdk/OpenAI-Gym-MountainCar-v0-CrossEntropy
Train a Cross-Entropy Method in Policy-Based Methods with OpenAI Gtm's MountainCarContinous environment
Language: Jupyter Notebook - Size: 48.8 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
msuvorov7/base_deep_learning
Implementation of base DL tasks
Language: Jupyter Notebook - Size: 7.44 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0
deepbiolab/drl
Implementation of deep reinforcement learning
Language: Jupyter Notebook - Size: 30.7 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
TienNHM/CartPole-CrossEntropyMethod
CartPole-CrossEntropyMethod
Language: Jupyter Notebook - Size: 356 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
LDRyan0/2D-Cross-Entropy-Optimisation
Two dimensional optimisation algorithm using the Cross Entropy Method. Data is iteratively fitted to a Beta Distribution in the algorithm.
Language: Jupyter Notebook - Size: 9.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
yashsriram/wall-e
A neural-network controller for a differential-drive agent to reach a goal.
Language: Rust - Size: 526 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
nslyubaykin/relax_cem_example
Example CEM implementation with ReLAx
Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
architsakhadeo/Automated-Hyperparam-Tuning
Automated tuning of hyperparameters using Cross Entropy Method for optimization (CEM).
Language: Python - Size: 2.96 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
antonio-f/CrossEntropy-Method
Cross-Entropy method example on OpenAI Gym's MountainCarContinuous environment. Code is from Udacity's "Deep Reinforcement Learning Nanodegree Program"
Language: Jupyter Notebook - Size: 43 KB - Last synced at: 26 days ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
JayLohokare/gradient-ascent-stochastic-policy-learning
Open AI Cartpole environment gradient ascent
Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
chrisfosterelli/intro-to-rl-talk
Workshop code for the talk on Introduction to Reinforcement Learning: https://fosterelli.co/file/talk/introduction-to-reinforcement-learning.pdf
Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
