21 results found Sort:

afshinea
stanford-cs-221-artificial-intelligence afshinea
507
2.6k
mit
84
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
a-star cheatsheet data-science bayesian-networks artificial-intelligence markov-decision-processes constraint-satisfaction-problem
Created 2019-05-24
41 commits to master branch, last one 5 years ago
sudharsan13296
Hands-On-Reinforcement-Learning-With-Python sudharsan13296
324
840
unknown
43
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
ppo drqn trpo sarsa double-dqn openai-gym q-learning dueling-dqn monte-carlo deep-q-network policy-gradient policy-gradients reinforcement-learning deep-learning-algorithms deep-recurrent-q-network markov-decision-processes deep-reinforcement-learning hindsight-experience-replay deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2018-06-11
44 commits to master branch, last one 4 years ago
JuliaPOMDP
POMDPs.jl JuliaPOMDP
105
681
other
43
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
mdps julia pomdps python control-systems reinforcement-learning artificial-intelligence markov-decision-processes reinforcement-learning-algorithms
Created 2015-06-23
887 commits to master branch, last one 2 months ago
Svalorzen
AI-Toolbox Svalorzen
98
652
gpl-3.0
33
A C++ framework for MDPs and POMDPs with Python bindings
mdps pomdps python planning c-plus-plus reinforcement-learning artificial-intelligence markov-decision-processes
Created 2013-11-16
1,750 commits to master branch, last one about a year ago
joanby
curso-algebra-lineal joanby
1.1k
477
unknown
204
Curso de Álgebra Lineal
udemy algebra vectors udemy-curso markov-chain linear-algebra linear-programming juan-gabriel-gomila markov-decision-processes
Created 2018-12-03
113 commits to master branch, last one 2 years ago
ds4dm
ecole ds4dm
68
331
bsd-3-clause
7
Extensible Combinatorial Optimization Learning Environments
ml gym scip markov-decision-processes combinatorial-optimization
Created 2019-10-18
1,510 commits to master branch, last one 2 years ago
odow
SDDP.jl odow
61
310
other
17
A JuMP extension for Stochastic Dual Dynamic Programming
jump sddp julia sddip optimization optimal-control stochastic-integer benders-decomposition stochastic-programming markov-decision-process stochastic-optimization markov-decision-processes multistage-stochastic-integer multistage-stochastic-optimization stochastic-dual-dynamic-programming
Created 2017-04-10
697 commits to master branch, last one 27 days ago
h2r
pomdp-py h2r
51
227
mit
11
A framework to build and solve POMDP problems. Documentation: https://h2r.github.io/pomdp-py/
pomdp cython pomdps python easy-to-use markov-decision-processes
Created 2019-09-22
369 commits to main branch, last one 8 months ago
DES-Lab
AALpy DES-Lab
26
168
other
7
An Automata Learning Library Written in Python
kv dfa rpni lstar python alergia automata markov-chain model-mining model-learning automata-learning pushdown-automata equivalence-oracles model-based-testing context-free-grammar finite-state-machine test-case-generation probabilistic-automata markov-decision-processes
Created 2021-03-18
930 commits to master branch, last one 27 days ago
Limmen
csle Limmen
21
123
other
8
A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, reinforcement learning, optimization, evolutionary methods, and...
game-theory markov-games cybersecurity deep-learning self-learning reinforcement-learning markov-decision-processes
Created 2020-09-07
3,898 commits to master branch, last one 17 days ago
florist-notes
CS228_PGM florist-notes
36
112
unknown
3
🌲 Stanford CS 228 - Probabilistic Graphical Models
cs228 bayesian stanford-university markov-decision-processes probabilistic-graphical-models
Created 2018-12-26
50 commits to master branch, last one 4 months ago
ImanRHT
QECO ImanRHT
19
95
mit
8
A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing
dqn mdp mec d3qn ddqn qeco dueling-ddqn lstm-networks deep-q-network edge-computing qoe-measurements network-performance resource-management network-optimization double-deep-q-network mobile-edge-computing computation-offloading performance-evaluation markov-decision-processes deep-reinforcement-learning
Created 2023-07-31
153 commits to main branch, last one a day ago
wrighteagle2d
wrighteaglebase wrighteagle2d
36
92
bsd-2-clause
12
WrightEagle Base Code for RoboCup Soccer Simulation 2D
soccer robocup decision-making robocup-simulation markov-decision-processes
Created 2015-09-09
103 commits to master branch, last one 2 years ago
OpenSourceEconomics
respy OpenSourceEconomics
32
77
mit
6
Framework for the simulation and estimation of some finite-horizon discrete choice dynamic programming models.
economics markov-decision-processes structural-microeconometrics
Created 2016-04-25
3,177 commits to main branch, last one about a year ago
amflorio
dvrp-stochastic-requests amflorio
19
75
mit
2
Online algorithms for solving large-scale dynamic vehicle routing problems with stochastic requests
simulation optimization vehicle-routing-problem markov-decision-processes
Created 2022-02-07
89 commits to main branch, last one 2 years ago
masouduut94
MCTS-agent-python masouduut94
9
65
mit
3
Monte Carlo Tree Search (MCTS) is a method for finding optimal decisions in a given domain by taking random samples in the decision space and building a search tree accordingly. It has already had a p...
mcts game-of-hex decision-space sequential-decisions reinforcement-learning monte-carlo-tree-search markov-decision-processes
Created 2019-10-10
29 commits to master branch, last one 9 months ago
rllab-snu
tsallis_actor_critic_mujoco rllab-snu
10
61
unknown
11
Implementation of Tsallis Actor Critic method
machine-learning entropy-regularizer markov-decision-processes reinforcement-learning-algorithms
Created 2018-11-21
346 commits to master branch, last one 2 months ago
aws-samples
amazon-sagemaker-amazon-routing-challenge-sol aws-samples
14
57
apache-2.0
7
AWS Last Mile Route Sequence Optimization
ppm markov-model sequence-models last-mile-delivery dynamic-programming sagemaker-processing reinforcement-learning markov-decision-processes
Created 2022-04-26
44 commits to main branch, last one 6 months ago
callmespring
RL-short-course callmespring
18
57
other
3
Reinforcement Learning Short Course
offline-rl q-learning ridesharing deep-q-network model-based-rl policy-gradient value-iteration policy-iteration fitted-q-iteration dynamic-programming monte-carlo-methods policy-based-method off-policy-evaluation reinforcement-learning markov-decision-processes order-dispatch-recommendation temporal-differencing-learning
Created 2023-02-07
90 commits to main branch, last one 14 days ago
sshkhr
Practical_RL sshkhr
25
55
unlicense
5
My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow
pytorch tensorflow td-learning policy-gradient bandit-algorithms monte-carlo-sampling reinforcement-learning evolutionary-algorithms markov-decision-processes deep-reinforcement-learning
Created 2018-05-10
710 commits to master branch, last one 6 years ago
iisys-hof
map-matching-2 iisys-hof
9
50
agpl-3.0
6
High Performance Map Matching with Markov Decision Processes (MDPs) and Hidden Markov Models (HMMs).
gis gps graph viterbi map-match q-learning viterbi-hmm map-matching openstreetmap value-iteration graph-algorithms policy-iteration matching-algorithm dynamic-programming hidden-markov-model hidden-markov-models reinforcement-learning markov-decision-process markov-decision-processes
Created 2021-10-12
125 commits to main branch, last one 21 days ago