Popular GitHub Repositories for Monte Carlo Simulated Annealing

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

Optimizing inference proxy for LLMs

MuZero

Monte Carlo tree search in JAX

Bayesian inference with probabilistic programming.

Gaussian processes in TensorFlow

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

Differentiable rendering without approximation.

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions

Adversarial skill embeddings for training reusable controllers for physically simulated characters.

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

This repository is a compilation of all APT simulations that target many vital sectors,both private and governmental. The simulation includes written tools, C2 servers, backdoors, exploitation techniques, stagers, bootloaders, and many other tools that attackers might have used in actual attacks. These tools and TTPs are simulated here.

A tool for retrosynthetic planning

This repository is a compilation of all APT simulations that target many vital sectors,both private and governmental. The simulation includes written tools, C2 servers, backdoors, exploitation techniques, stagers, bootloaders, and many other tools that attackers might have used in actual attacks. These tools and TTPs are simulated here.

A curated list of Monte Carlo tree search papers with implementations.