bellman-equation

There are 1 repository under bellman-equation topic.

sudharsan13296 / Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
deep-reinforcement-learning reinforcement-learning trpo ppo ddpg td3 sac inverse-reinforcement-learning c51 a3c actor-critic a2c deep-learning dqn openai-gym policy-gradient double-dqn q-learning bellman-equation
Language:Jupyter Notebook 307
PyDiffGame
krichelj / PyDiffGame
PyDiffGame is a Python implementation of a Nash Equilibrium solution to Differential Games, based on a reduction of Game Hamilton-Bellman-Jacobi (GHJB) equations to Game Algebraic and Differential Riccati equations, associated with Multi-Objective Dynamical Control Systems
control-theory riccati-equation differential-game quadrotor multi-objective-optimization matrix-equations differential-equations game-theory bellman-equation hamiltonian pontryagin-maximum-principle hamilton-jacobi-bellman dynamical-systems nash-equilibrium artificial-intelligence-algorithms numerical-methods inverted-pendulum optimization-algorithms object-oriented-programming computer-science
Language:Python 40
LaurentVeyssier / Route-planner-algorithm
Find the shortest route using A* algorithm and graphs (Route Planner application)
python a-star-algorithm star a-star-path-finding uniform-cost-search dijkstra-algorithm dijkstra-shortest-path graph-algorithms route-planner route-optimization dynamic-programming bellman-equation
Language:Jupyter Notebook 20
antonio-f / Dynamic-Programming
Algorithms for Policy Evaluation, Estimation of Action Values, Policy Improvement, Policy Iteration, Truncated Policy Evaluation, Truncated Policy Iteration, Value Iteration . From Udacity's Deep Reinforcement Learning Nanodegree program.
reinforcement-learning frozenlake policy-evaluation policy-improvement policy-iteration value-iteration bellman-equation state-value-function action-value-function dynamic-programming gym openai-gym
Language:Jupyter Notebook 9
nicolaloi / Dynamic-Programming-and-Optimal-Control
Infinite horizon policy optimization for drone navigation. Graded project for the ETH course "Dynamic Programming and Optimal Control".
dynamic-programming value-iteration policy-iteration linear-programming bellman-equation drone-control optimal-path optimal-policy
Language:MATLAB 8
andreabac3 / RL-Autonomous-Networking
Reinforcement Learning applied to Autonomous Networking to issue scheduling and decision to drones.
autonomous-vehicles drones drone reinforcement-learning reinforcement-learning-environments python3 simulator q-learning bellman-equation mac aloha machine-learning
Language:Python 6
robotsorcerer / levelsetpy
A GPU-accelerated toolbox for hyperbolic PDEs in a weaker (viscosity) sense. It leverages the integral to the solution of the conservation of momentum problem (being equivalent to the derivative of Hamilton-Jacobi equations) in one spatial dimension. We resolve such hyperbolic differential equations using wave-front propagating schemes on a spatial-by-spatial dimension in resolving the classical value in dynamic programming (respectively optimal control and differential games) problems.
hamilton-jacobi hamilton-jacobi-bellman weighted-essentially-nonoscillatory lax-friedrich optimal-control differential-games bellman-equation levelsets dynamic-programming reduced-order-models proper-generalized-decomposition
Language:Jupyter Notebook 6
ypleong / SeALS
Solving high dimensional HJB equation using tensor decomposition
bellman-equation optimal-control tensor-decomposition
Language:Mathematica 6
piyush2896 / Q-Learning
Q-Learning from scratch in Python
bellman-equation q-learning reinforcement-learning machine-learning
Language:Python 5
Suchetaaa / CS747-Assignments
Foundations Of Intelligent Learning Agents (FILA) Assignments
reinforcement-learning multi-armed-bandits bellman-equation linear-programming howards-pi bootstrapping monte-carlo sarsa-learning windy-gridworld temporal-differencing-learning intelligent-learning-agents ucb thompson-sampling kl-ucb
Language:Python 5
LaurentVeyssier / Optimizing-Warehouse-Flows-with-Q-Learning
calculate the optimum route in a warehouse using the Q-Learning algorithm (Bellman equation)
markov-decision-processes qvalue bellman-equation optimization
Language:Jupyter Notebook 4
simerplaha / reinforcement-learning
Reinforcement learning
reinforcement-learning bellman-equation bandit-algorithm markov-decision-processes monte-carlo
Language:Scala 4
uonliaquat / RL_Visualizer
A visualization tool for policy iteration and value iteration
bellman-equation visualization
Language:JavaScript 4
ar8372 / Image-Feature-extraction-using-Reinforcement-Learning
In this project we use Reinforcement Learning to extract features from an image.
bellman-equation handwritten-digit-recognition markov-decision-processes mnist-dataset reinforcement-learning
Language:Jupyter Notebook 3
Prarthana25 / Artificial-Intelligence
CSCI-561 AI Assignments.
python alpha-beta-pruning minimax-algorithm constraint-satisfaction-problem markov-decision-processes value-iteration arc-consistency bellman-equation
Language:Python 3
spoluan / reinforcement_learning
This repository contains a variety of projects related to reinforcement learning, showcasing different approaches to implementing it in various scenarios.
agent bellman-equation environment exploration-exploitation markov-decision-processes policy q-learning reinforcment-learning rewards deep-reinforcement-learning discount-factor model-based-learning policy-gradient
Language:Jupyter Notebook 2
YuriAntonelli / Bellman-Equation-Economics
Dynamic Optimization project working on an economic model
bellman-equation dynamic-programming economics
Language:Python 2
alizindari / Reinforcement-Learning
Implementation of several algorithms in RL based on Prof. sutton's book
reinforcement-learning deep-reinforcement-learning bellman-equation k-armed-bandit policy-iteration policy-improvement temporal-difference montecarlo-methods value-iteration
Language:Jupyter Notebook 1
bmarroc / reinforcement-learning
Jupyter notebooks implementing Reinforcement Learning algorithms in Numpy and Tensorflow
bellman-equation dynamic-programming epsilon-greedy function-approximation monte-carlo policy-evaluation policy-gradient policy-improvement policy-iteration q-learning sarsa tdl markov-decision-processes
Language:Jupyter Notebook 1
bwe587 / GridWorld
My Grid World Application. Presented in class on April 7th, 2023.
bellman-equation grid-world python3 reinforcement-learning
Language:Python 1
cdeliens / dynamic_programming_algorithms
Bellman Equation, Needleman-Warsh, Smith-Waterman Algorithms test and written in Ruby
smith-waterman ruby bellman-equation needleman-warsh
Language:Ruby 1
krichelj / AI_BGU_2021
Artificial Intelligence course, Computer Science M.Sc., Ben Gurion University of the Negev, 2021
artificial-intelligence bayesian-network a-star-algorithm minimax-algorithm machine-learning markov-decision-processes value-iteration-algorithm policy-iteration-algorithm bellman-equation minimal-spanning-tree kruskal-algorithm prim-algorithm heuristic-search-algorithms ai computer-science deep-learning game-theory-algorithms reinforcement-learning
Language:Python 1
krichelj / gymAsteroids
Asteroids evasion using OpenAI's gym Reinforcement Learning (RL) package - M.Sc. Thesis in Computer Science, Ben Gurion University Ben Gurion University of the Negev, Israe
asteroids-game computer-science reinforcement-learning artificial-intelligence bellman-equation optimization-algorithms gym-environment optimization-methods evasion q-learning open-ai open-ai-api open-ai-gym asteroids
Language:Python 1
kyomangold / ETH-DynamicProgrammingOptimalControl
Repository for the code of the "Dynamic Programming and Optimal Control" (DPOC) lecture at the "Institute for Dynamic Systems and Control" at ETH Zurich.
a-star bellman-equation dynamic-programming hamilton-jacobi-bellman hidden-markov-model infinite-horizon label-correcting linear-programming optimal-control policy-iteration pontryagin-maximum-principle shortest-path-problem value-iteration viterbi-algorithm deterministic-finite-state
Language:MATLAB 1
michaelbennett99 / BellmanSolver.jl
Provides methods to efficiently set up and solve dynamic programming problems of one choice variable using Value Function Iteration and the Endogenous Grid Method.
bellman-equation julia value-function-iteration endogenous-grid-method
Language:Julia 1
nicoRomeroCuruchet / DynamicProgramming
Policy Iteration for Continuous Dynamics
bellman-equation dynamic-programming dynamical-systems gymnasium policy-evaluation policy-iteration python3 reinforcement-learning-algorithms kd-trees simplex value-iteration control-theory nonlinear-dynamics
Language:Jupyter Notebook 1
Tsmith5151 / udacity-smartcab-rl
Using reinforcement learning to train a smartcab how to drive
reinforcement-learning qlearning bellman-equation python udacity
Language:Python 1
xujiachang1024 / MDP-Pac-Man
Design and Implementation of Pac-Man Strategies with Embedded Markov Decision Process in a Dynamic, Non-Deterministic, Fully Observable Environment
artificial-intelligence intelligent-agent markov-decision-processes bellman-equation value-iteration modular-programming non-deterministic maximum-expected-utility parameter-tuning uml-diagrams
Language:Python 1
Zilean12 / Bellman-ford-Algorithm-
WAP Bellman-ford Algorithm python program
algorithm bellman-equation bellman-ford bellman-ford-algorithm python shortest-path-algorithm shortest-paths
Language:Python 1
KordianChi / tic-tac-toe_with_Q_learning
Game Tic-Tac-Toe with Q_learning algorithm
bellman-equation jupyter-notebook machine-learning python q-learning-algorithm q-learning-lambda reinforcement-learning
Language:Python 0
Sohaib1424 / Reinforcement-Learning-projects
python reinforcement-learning actor-critic-algorithm bellman-equation gym-environments q-learning sarsa
Language:Python 0
syed-azim-git / Routing_Algorithms
Simulation of Routing Algorithms used in communication networks in python
bellman-equation bellman-ford-algorithm dijikstra-algorithm distance-vector-routing link-state-routing network protocol python python-simulation routing routing-algorithm routing-protocols
Language:Python 0
akain0 / Reinforcement-Learning-
Projects and Models built in Python leveraging PyTorch, implementing Reinforcement Learning algorithms for reward-based tasks.
a3c bellman-equation lstm-neural-networks reinforcement-learning reinforcement-learning-algorithms rlhf
Language:Jupyter Notebook
macro-py-massaro-2022
ranieri-unimi / macro-py-massaro-2022
Optimal solution computation 💹 for macroeconomic models 🤑 with dynamic programming in python 🐍
bellman-equation dsge-models python value-function-iteration ecb-rates
Language:Jupyter Notebook
renan-siqueira / reinforcement-learning-frozen-lake
This project aims to explore the basic concepts of Reinforcement Learning using the FrozenLake environment from the OpenAI Gym library.
artificial-intelligence bellman-equation frozenlake gym machine-learning openai python q-learning reinforcement-learning sarsa
Language:Python
tissimich / Reinforcement-learning
Reinforcement learning notebooks
bellman-equation dinamic-programming reinforcement-learning
Language:Jupyter Notebook

bellman-equation

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

krichelj / PyDiffGame

LaurentVeyssier / Route-planner-algorithm

antonio-f / Dynamic-Programming

nicolaloi / Dynamic-Programming-and-Optimal-Control

andreabac3 / RL-Autonomous-Networking

robotsorcerer / levelsetpy

ypleong / SeALS

piyush2896 / Q-Learning

Suchetaaa / CS747-Assignments

LaurentVeyssier / Optimizing-Warehouse-Flows-with-Q-Learning

simerplaha / reinforcement-learning

uonliaquat / RL_Visualizer

ar8372 / Image-Feature-extraction-using-Reinforcement-Learning

Prarthana25 / Artificial-Intelligence

spoluan / reinforcement_learning

YuriAntonelli / Bellman-Equation-Economics

alizindari / Reinforcement-Learning

bmarroc / reinforcement-learning

bwe587 / GridWorld

cdeliens / dynamic_programming_algorithms

krichelj / AI_BGU_2021

krichelj / gymAsteroids

kyomangold / ETH-DynamicProgrammingOptimalControl

michaelbennett99 / BellmanSolver.jl

nicoRomeroCuruchet / DynamicProgramming

Tsmith5151 / udacity-smartcab-rl

xujiachang1024 / MDP-Pac-Man

Zilean12 / Bellman-ford-Algorithm-

KordianChi / tic-tac-toe_with_Q_learning

Sohaib1424 / Reinforcement-Learning-projects

syed-azim-git / Routing_Algorithms

akain0 / Reinforcement-Learning-

ranieri-unimi / macro-py-massaro-2022

renan-siqueira / reinforcement-learning-frozen-lake

tissimich / Reinforcement-learning