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Package Usage: julia: 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.
16 versions
Latest release: 6 months ago
49 dependent packages

View more package details: https://packages.ecosyste.ms/registries/juliahub.com/packages/POMDPs

View more repository details: https://repos.ecosyste.ms/hosts/GitHub/repositories/JuliaPOMDP%2FPOMDPs.jl

Dependent Repos 23

JuliaPOMDP/POMDPToolbox.jl 📦

Support tools for solving POMDPs

0.6 REQUIRE

Size: 300 KB - Last synced: 21 days ago - Pushed: about 1 year ago

JuliaPOMDP/FIB.jl

Fast informed bound solver for POMDPs.

0.4 REQUIRE

Size: 40 KB - Last synced: 21 days ago - Pushed: about 1 year ago

JuliaPOMDP/GenerativeModels.jl 📦

Extension to POMDPs.jl for problems with a generative model (eliminates the need for distributions)

* REQUIRE

Size: 25.4 KB - Last synced: about 1 year ago - Pushed: over 2 years ago

JuliaPOMDP/POMDPBounds.jl 📦

Extension to POMDPs.jl for solvers that use lower and upper bounds on the value function

* REQUIRE

Size: 4.88 KB - Last synced: about 1 year ago - Pushed: over 2 years ago

JuliaPOMDP/POMDPReinforce.jl

Wrapper that turns POMDPs.jl problems into Reinforce.jl environments

* REQUIRE

Size: 10.7 KB - Last synced: 4 months ago - Pushed: 4 months ago

johannes-fischer/icml2020_ipft

Code for the ICML 2020 publication "Information Particle Filter Tree: An Online Algorithm for POMDPs with Belief-Based Rewards on Continuous Domains"

* dev/DiscreteValueIteration/REQUIRE
* dev/LocalApproximationValueIteration/REQUIRE
* dev/LocalApproximationValueIteration/test/REQUIRE
0.4 dev/MCTS/REQUIRE
* dev/MCTS/test/REQUIRE
* dev/POMDPSimulators/REQUIRE
0.6 dev/ParticleFilters/REQUIRE

Size: 11.6 MB - Last synced: about 2 months ago - Pushed: almost 4 years ago

JuliaReinforcementLearning/ReinforcementLearningEnvironmentDiscrete.jl

* REQUIRE

Size: 36.1 KB - Last synced: 16 days ago - Pushed: over 3 years ago

JuliaPOMDP/ContinuumWorld.jl

A continuous gridworld-like MDP for education.

* test/REQUIRE

Size: 2.49 MB - Last synced: 11 months ago - Pushed: about 1 year ago

JuliaPOMDP/DESPOT.jl 📦

[USE ARDESPOT.jl INSTEAD - This package is not maintained] Package implementing DESPOT POMDP solver for POMDPs.jl

0.4 REQUIRE

Size: 274 KB - Last synced: about 1 year ago - Pushed: over 2 years ago

JuliaPOMDP/POMCP.jl 📦

Julia Implementation of the POMCP algorithm for solving POMDPs

0.4 REQUIRE
* test/REQUIRE

Size: 615 KB - Last synced: about 1 year ago - Pushed: over 2 years ago

sisl/Multilane.jl

Simulation and control of an autonomous car on a multilane highway in a (PO)MDP framework

* REQUIRE

Size: 161 MB - Last synced: about 1 month ago - Pushed: almost 4 years ago

JuliaPOMDP/IncrementalPruning.jl

Incremental pruning solver for partially observable Markov decision processes

* REQUIRE
* test/REQUIRE

Size: 85 KB - Last synced: 20 days ago - Pushed: 4 months ago

yuvipanda/mybinder.org-analytics 📦

Notebooks & code for analyzing mybinder.org statistics

0.4 sparse/repos/JuliaPOMDP/MCTS.jl/REQUIRE

Size: 4.14 MB - Last synced: 15 days ago - Pushed: almost 3 years ago

UnofficialJuliaMirror/pomdptoolbox.jl-0729bffe-8e6b-52fa-a3fa-893719b744f4

Last mirrored from https://github.com/JuliaPOMDP/POMDPToolbox.jl.git on 2019-11-19T02:47:50.782-05:00 by @UnofficialJuliaMirrorBot via Travis job 481.27 , triggered by Travis cron job on branch "master"

0.6 REQUIRE

Size: 466 KB - Last synced: over 1 year ago

UnofficialJuliaMirror/reinforcementlearningenvironmentdiscrete.jl-1785f50a-c9a2-51c8

Last mirrored from https://github.com/JuliaReinforcementLearning/ReinforcementLearningEnvironmentDiscrete.jl.git on 2019-11-19T04:42:58.19-05:00 by @UnofficialJuliaMirrorBot via Travis job 481.33 , triggered by Travis cron job on branch "master"

* REQUIRE

Size: 303 KB - Last synced: over 1 year ago

UnofficialJuliaMirrorSnapshots/pomdptoolbox.jl-0729bffe-8e6b-52fa-a3fa-893719b744f4

Last snapshots taken from https://github.com/UnofficialJuliaMirror/POMDPToolbox.jl-0729bffe-8e6b-52fa-a3fa-893719b744f4 on 2019-11-21T03:09:22.381-05:00 by @UnofficialJuliaMirrorBot via Travis job 153.100 , triggered by Travis cron job on branch "master"

0.6 REQUIRE

Size: 56.6 KB - Last synced: over 1 year ago

UnofficialJuliaMirrorSnapshots/reinforcementlearningenvironmentdiscrete.jl-1785f50a-c9a2-51c8

Last snapshots taken from https://github.com/UnofficialJuliaMirror/ReinforcementLearningEnvironmentDiscrete.jl-1785f50a-c9a2-51c8-aad6-0dd19114bd56 on 2019-11-21T04:05:41.706-05:00 by @UnofficialJuliaMirrorBot via Travis job 153.103 , triggered by Travis cron job on branch "master"

* REQUIRE

Size: 196 KB - Last synced: over 1 year ago

UnofficialJuliaMirrorSnapshots/POMDPToolbox.jl-0729bffe-8e6b-52fa-a3fa-893719b744f4

Last snapshots taken from https://gitlab.com/UnofficialJuliaMirror/POMDPToolbox.jl-0729bffe-8e6b-52fa-a3fa-893719b744f4 on 2019-11-20T18:42:30.761-05:00 by @UnofficialJuliaMirrorBot via Travis job 153.64 , triggered by Travis cron job on branch "master"

0.6 REQUIRE

Last synced: over 1 year ago

UnofficialJuliaMirrorSnapshots/ReinforcementLearningEnvironmentDiscrete.jl-1785f50a-c9a2-51c8-aad6-0dd19114bd56

Last snapshots taken from https://gitlab.com/UnofficialJuliaMirror/ReinforcementLearningEnvironmentDiscrete.jl-1785f50a-c9a2-51c8-aad6-0dd19114bd56 on 2019-11-20T19:30:17.569-05:00 by @UnofficialJuliaMirrorBot via Travis job 153.67 , triggered by Travis cron job on branch "master"

* REQUIRE

Last synced: over 1 year ago

UnofficialJuliaMirror/ReinforcementLearningEnvironmentDiscrete.jl-1785f50a-c9a2-51c8-aad6-0dd19114bd56

Last mirrored from https://github.com/JuliaReinforcementLearning/ReinforcementLearningEnvironmentDiscrete.jl.git on 2019-11-19T04:42:56.03-05:00 by @UnofficialJuliaMirrorBot via Travis job 481.33 , triggered by Travis cron job on branch "master"

* REQUIRE

Last synced: over 1 year ago

UnofficialJuliaMirror/POMDPToolbox.jl-0729bffe-8e6b-52fa-a3fa-893719b744f4

Last mirrored from https://github.com/JuliaPOMDP/POMDPToolbox.jl.git on 2019-11-19T02:47:48.716-05:00 by @UnofficialJuliaMirrorBot via Travis job 481.27 , triggered by Travis cron job on branch "master"

0.6 REQUIRE

Last synced: over 1 year ago

rcnlee/ASTModels.jl

Models for AdaptiveStressTesting

* REQUIRE

Size: 4.88 KB - Last synced: 9 months ago - Pushed: about 6 years ago

cho3/DRL.jl

deep reinforcement learning for julia

* REQUIRE

Size: 39.1 KB - Last synced: about 1 year ago - Pushed: over 7 years ago

zsunberg/VDPTag.jl

Van Der Pol Oscillator Tag

* REQUIRE

Size: 23.4 KB - Last synced: 11 months ago - Pushed: over 6 years ago

ancorso/failure-probability

Algorithms for computing the failure probability of a policy in an MDP

0.4 MCTS/REQUIRE
* MCTS/test/REQUIRE

Size: 8.12 MB - Last synced: 9 months ago - Pushed: over 1 year ago

bnewm0609/cs238-project

* Powseeker.jl-master/REQUIRE
* VDPTag.jl-master/REQUIRE

Size: 28.4 MB - Last synced: about 2 months ago - Pushed: over 5 years ago

LAMDA-POMDP/LocalApproximationRandomStrategy.jl

* test/REQUIRE

Size: 7.81 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago

dominusmi/GridWorlds.jl

Package to customise and work with grid-world MDPs based on POMDPs.jl framework

* REQUIRE

Size: 17.6 KB - Last synced: about 1 year ago - Pushed: over 5 years ago

Omastto1/ContinuousDistributionalPOMDPsSolver

Unfinished project that combines DeepQLearning.jl with Mill.jl in order to solve POMDPs with nonparametric distributional states (variable number of input states creating distribution)