Ecosyste.ms: Packages

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Top 1.2% on juliahub.com
Top 1.6% dependent packages on juliahub.com
Top 1.6% dependent repos on juliahub.com
Top 1.0% forks on juliahub.com

juliahub.com : POMDPs

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

Registry - Source - Homepage - Documentation - JSON
purl: pkg:julia/POMDPs
Keywords: mdps, julia, control-systems, artificial-intelligence, reinforcement-learning, reinforcement-learning-algorithms, pomdps, markov-decision-processes, python
License: MIT
Latest release: 6 months ago
First release: over 5 years ago
Dependent packages: 49
Dependent repositories: 23
Stars: 633 on GitHub
Forks: 97 on GitHub
Total Commits: 759
Committers: 40
Average commits per author: 18.975
Development Distribution Score (DDS): 0.523
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Last synced: 6 days ago

AdaOPS 0.6.0
An implementation of the AdaOPS (Adaptive Online Packing-based Search), which is an online POMDP ...
10 versions - Latest release: 3 months ago - 9 stars on GitHub
NativeSARSOP 0.1.2
3 versions - Latest release: 3 months ago - 3 stars on GitHub
TagPOMDPProblem 0.2.1
Tag POMDP problem using POMDPS.jl
4 versions - Latest release: 4 months ago - 1 stars on GitHub
RockSample 0.2.0
Implement the rock sample problem using POMDPs.jl
5 versions - Latest release: 4 months ago - 4 stars on GitHub
POMDPGifs 0.1.2
Utilities for generating gifs of POMDPs
2 versions - Latest release: 4 months ago - 2 stars on GitHub
MultiUAVDelivery 0.2.0
2 versions - Latest release: 4 months ago - 3 stars on GitHub
FiniteHorizonValueIteration 0.3.1
2 versions - Latest release: 4 months ago - 2 stars on GitHub
POMDPSolve 0.3.0
A Julia wrapper for pomdp-solve that interfaces with the POMDPs.jl framework
3 versions - Latest release: 4 months ago - 9 stars on GitHub
IncrementalPruning 0.3.1
Incremental pruning solver for partially observable Markov decision processes
4 versions - Latest release: 4 months ago - 4 stars on GitHub
FactoredValueMCTS 0.2.0
Scalable MCTS for team scenarios
2 versions - Latest release: 4 months ago - 14 stars on GitHub
DeepQLearning 0.7.0
Implementation of the Deep Q-learning algorithm to solve MDPs
7 versions - Latest release: 4 months ago - 71 stars on GitHub
MultiAgentSysAdmin 0.2.0
3 versions - Latest release: 4 months ago - 2 stars on GitHub
DroneSurveillance 0.1.2
Implementation of a drone surveillance problem with POMDPs.jl
2 versions - Latest release: 4 months ago - 4 stars on GitHub
AEMS 0.1.5
Anytime error minimization search for POMDPs, implemented in Julia.
2 versions - Latest release: 4 months ago - 6 stars on GitHub
BeliefGridValueIteration 0.1.2
Offline POMDP solver computing an upper bound of the value function in a discretized belief space.
2 versions - Latest release: 4 months ago - 3 stars on GitHub
ARDESPOT 0.3.6
Implementation of the AR-DESPOT POMDP algorithm
3 versions - Latest release: 4 months ago - 11 stars on GitHub
MCVI 0.3.3
2 versions - Latest release: 4 months ago - 5 stars on GitHub
CEEDesigns 0.3.7
A decision-making framework for the cost-efficient design of experiments, balancing the value of ...
3 versions - Latest release: 5 months ago - 5 stars on GitHub
POMCPOW 0.3.9
Online solver based on Monte Carlo tree search for POMDPs with continuous state, action, and obs...
7 versions - Latest release: 5 months ago - 51 stars on GitHub
Top 8.7% on juliahub.com
MCTS 0.5.5
Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework
10 versions - Latest release: 5 months ago - 6 dependent packages - 70 stars on GitHub
Top 3.0% on juliahub.com
POMDPTools 0.1.6
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially...
7 versions - Latest release: 6 months ago - 28 dependent packages - 1 dependent repositories - 614 stars on GitHub
BasicPOMCP 0.3.10
The PO-UCT algorithm (aka POMCP) implemented in Julia
7 versions - Latest release: 6 months ago - 3 dependent packages - 34 stars on GitHub
DiscreteValueIteration 0.4.7
Value iteration solver for MDPs
4 versions - Latest release: 6 months ago - 3 dependent packages - 20 stars on GitHub
SARSOP 0.5.7
Julia package that wraps the SARSOP software for solving POMDPs/MDPs
4 versions - Latest release: 8 months ago - 13 stars on GitHub
NaiveDESPOT 0.3.9
Trying something based on DESPOT
1 version - Latest release: 8 months ago - 0 stars on GitHub
Top 10.0% on juliahub.com
POMDPModels 0.4.20
Problem models for testing POMDPs.jl
27 versions - Latest release: 10 months ago - 3 dependent packages - 24 dependent repositories - 31 stars on GitHub
Top 9.1% on juliahub.com
ParticleFilters 0.5.6
Simple particle filter implementation in Julia - works with POMDPs.jl models or others.
13 versions - Latest release: 10 months ago - 8 dependent packages - 5 dependent repositories - 41 stars on GitHub
BoxesWorld 0.1.2
A box-picking POMDP created using POMDPs.jl
3 versions - Latest release: 10 months ago - 0 stars on GitHub
TabularTDLearning 0.4.4
Julia implementations of temporal difference Reinforcement Learning algorithms like Q-Learning an...
3 versions - Latest release: 11 months ago - 10 stars on GitHub
POMDPFiles 0.2.4
2 versions - Latest release: 11 months ago - 1 dependent package - 6 stars on GitHub
QuickPOMDPs 0.2.14
Concise and friendly interfaces for defining MDP and POMDP models for use with POMDPs.jl solvers
16 versions - Latest release: about 1 year ago - 28 stars on GitHub
POMDPXFiles 0.2.3
Package for generating and parsing .pomdpx files for SARSOP
2 versions - Latest release: about 1 year ago - 2 dependent packages - 4 stars on GitHub
FiniteHorizonPOMDPs 0.4.0
POMDPs.jl-compatible interface for defining MDPs and POMDPs with finite horizons
3 versions - Latest release: about 1 year ago - 2 dependent packages - 5 stars on GitHub
QMDP 0.1.7
QMDP Solvers for POMDPs
3 versions - Latest release: about 1 year ago - 15 stars on GitHub
FIB 0.4.4
Fast informed bound solver for POMDPs.
3 versions - Latest release: about 1 year ago - 1 dependent package - 2 stars on GitHub
BSDESPOT 0.1.0
An implementation of the BSDESPOT (Better Selection DESPOT) online POMDP Solver. BSDESPOT is a va...
1 version - Latest release: over 1 year ago - 2 stars on GitHub
LocalApproximationValueIteration 0.4.3
2 versions - Latest release: almost 2 years ago - 10 stars on GitHub
PointBasedValueIteration 0.2.3
Point-based value iteration solver for POMDPs
5 versions - Latest release: almost 2 years ago - 6 stars on GitHub
POMDPTesting 0.2.6
8 versions - Latest release: almost 2 years ago - 2 dependent packages - 3 stars on GitHub
POMDPPolicies 0.4.3
17 versions - Latest release: almost 2 years ago - 23 dependent packages - 2 dependent repositories - 9 stars on GitHub
POMDPSimulators 0.3.14
Simulators for POMDPs.jl
20 versions - Latest release: almost 2 years ago - 10 dependent packages - 2 dependent repositories - 8 stars on GitHub
BeliefUpdaters 0.2.3
7 versions - Latest release: almost 2 years ago - 14 dependent packages - 1 dependent repositories - 5 stars on GitHub
POMDPModelTools 0.3.13
Useful extensions of the POMDPs.jl interface
27 versions - Latest release: almost 2 years ago - 37 dependent packages - 3 dependent repositories - 8 stars on GitHub
CrossEntropyMethod 0.1.2
An implementation of the cross entropy method that works well for time series
2 versions - Latest release: over 2 years ago - 1 dependent package - 7 stars on GitHub
POMDPStressTesting 1.0.1
Adaptive stress testing of black-box systems within POMDPs.jl
2 versions - Latest release: over 2 years ago - 13 stars on GitHub
POMDPModelChecking 0.1.1
Perform Model Checking and POMDP Planning from LTL specifications using POMDPs.jl
2 versions - Latest release: almost 3 years ago - 12 stars on GitHub
MultiAgentPOMDPs 0.1.0
1 version - Latest release: over 3 years ago - 3 dependent packages - 3 stars on GitHub
GlobalApproximationValueIteration 0.2.2
1 version - Latest release: over 3 years ago - 6 stars on GitHub
ReinforcementLearningEnvironmentDiscrete 0.2.2 💰
4 versions - Latest release: over 5 years ago - 0 stars on GitHub