Agents.jl
NetLogo
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Agents.jl
- Ask HN: I just want to have fun programming again
-
[P] Stochastic Differentiable Programming: Unbiased Automatic Differentiation for Discrete Stochastic Programs (such as particle filters, agent-based models, and more!)
We mean the standard "agent based model" https://www.pnas.org/doi/10.1073/pnas.082080899, https://en.wikipedia.org/wiki/Agent-based_model . The kind of thing you'd use Agents.jl for. For example, look at agent-based infection models. In these kind of models you create many individuals (agents) with rules. Each agent moves around, but if one is standing near an agent that is infected, there's a probability of infecting the nearby agent. What is the average percentage of infected people at time t?
-
What are the Netlogo competitors?
Jullia has packages too.
-
Julia ♥ Agent Based Modeling #2: Work, Eat, Trade, Repeat
Agent-based modeling looks like an interesting topic, something ripe for fun little side projects. The short (three paragraph) "Crash course on agent based modeling" [1] from the package docs gave me an idea of why ABM is useful, and scrolling through the example model [2] kinda answers what conveniences the package gives me over implementing the simulation myself.
Has anyone here used ABM for a serious project? Fields like economics and sociology are mentioned, but how prevalent is Agent based modeling in those fields in practice?
[1] https://juliadynamics.github.io/Agents.jl/stable/#Crash-cour...
-
Tetris game as Agent-Based modeling: maximizing density
Are the pieces the agents? I would recommend looking at Collaborative Diffusion for some examples of combining agent-based techniques with game modeling. As for frameworks, check out agentpy or Agents.jl for alternatives that are moreso software libraries that presume knowledge of programming.
-
What framework would you recommend to build a Tetris game AI using reinforcement learning?
I has a look to Julia too. There are nice tools build by JuliaDynamics. I.e. Agents.jl for agent based modeling. It handles collisions. There is also a framework for reinforcement learning. Also for Genetic Algorithms. Then I found a set of libraries related to Geometry. But it seems to be a lot of work to put that together for my use case.
- What would you like to see in a complex systems modeling software platform?
-
Transition from R Tidyverse to Julia (VS Code)
For agent based modelling, you've come to the right place because Agents.jl is great! It has a way to get interactive visualisations from your models, although I haven't used it myself. See this year's JuliaCon talk about Agents.jl to get an idea of what it can do.
-
Agent Based Simulation
I'm always happy to find you have documentation ;). The doc from https://github.com/JuliaDynamics/Agents.jl was pretty helpful to a noob like me.
-
"No backend available" error when using InteractiveDynamics
Here is the issue. Someone already commented saying it's due to a change in InteractiveDynamics.jl and referenced a pull request. I guess all we need to do is wait.
NetLogo
- Ask HN: Yo wants to build a game, I'm lost. What can I do?
-
Why Is the Other Lane Always Faster? (2018)
This is exactly the kind of problem NetLOGO is geared toward modelling and solving. It is very much like the LOGO (turtle graphics) you might have learned as a tween, but multi-agent, so you can model the behaviour of several types of cars (fast, slow, hesitant, etc), design a few multi-lane obstacles, and let 'r rip.
There are 3D and 2D versions, but your problem will quite suit the 2D version.
Check it out. I'd love to see the results, as your subject is one of very common interest.
https://ccl.northwestern.edu/netlogo/
- Explain what 'immanent critique' is, but like i'm a 10 year old
-
Personality variation eroded by simple social behaviors in collective foragers
From the title it sounds like research on humans but the paper is actually all about a simple software model of a group of entities going 'foraging'
The model is using a program called NetLogo
https://github.com/NetLogo/NetLogo
https://ccl.northwestern.edu/netlogo/index.shtml
Source code for the model used in this paper
https://figshare.com/articles/software/Netlogo_code_supporti...
Seems like a fun program, you set up 'turtles' and give them attributes and rules and then watch them roam around
I thought this was interesting:
;adding individual noise into the speeds of individuals, to avoid computational problems caused by all individuals being on top of each other in a cell
-
Is there a way to reduce level of detail in 2d TileMap?
(Patches = Cells, Turtles = Agents) https://ccl.northwestern.edu/netlogo/
-
This round of Rock, paper and scissors
Looks like it wad probably made in netlogo: http://ccl.northwestern.edu/netlogo/
-
Deploying frontend + backend with NetLogo integration?
My team has a simulation model in NetLogo that needs a separate UI (data with will flow back and forth between simulation and UI, largely in the form of csv files). How might this be set up in Azure? Any recommendations for UI frameworks (React+Flask, Vue+Express, etc.) or file [system log] storage? I am very new to development so any pointers would be greatly appreciated.
-
# Freelance
I have a piece of code in NetLogo programming language that I am unable to run in NetLogo software (https://ccl.northwestern.edu/netlogo/) as I am facing some errors while doing so. If anyone can help me, we can discuss the budget.
- Ant colony simulation
-
NetLogo installer contains 90k+ files?
I was scanning the NetLogo installer to make sure I got the correct version, and didn't instead get a virus, but the antivirus has been running for a while and it reports greater than 90K files (still running) in the NetLogo installer. Is this right? I got it from here: https://ccl.northwestern.edu/netlogo/
What are some alternatives?
Molly.jl - Molecular simulation in Julia
agentpy - AgentPy is an open-source framework for the development and analysis of agent-based models in Python.
mesa - Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
rust-agent-based-models - Reliable and efficient agent-based models in Rust
LanguageServer.jl - An implementation of the Microsoft Language Server Protocol for the Julia language.
ReinforcementLearning.jl - A reinforcement learning package for Julia
Chain.jl - A Julia package for piping a value through a series of transformation expressions using a more convenient syntax than Julia's native piping functionality.
medley - The main repo for the Medley Interlisp project. Wiki, Issues are here. Other repositories include maiko (the VM implementation) and Interlisp.github.io (web site sources)
rocky-logos - The source for Rocky Linux's logo package
KernelAbstractions.jl - Heterogeneous programming in Julia
glsp - The GameLisp scripting language