October Pioneer, Week 4, Free Life Planner (FLP) Project

For last week's progress (Week 3) see HERE or just scroll down

(Unfortuntely due to privacy concerns we cannot allow logins to the FLP website itself yet, because we haven't finished segmenting personal information)

What Got Done in Week 4:

We Accomplished Every Goal (+Postponed Ones) We Set for the Entire Pioneer Contest! Plus Extras.

Collaborator-1's update:

Goals for Week 4 (All accomplished)
- Complete postponed goals.
- Completed Goals for Week 3 Postponed to Week 4 and Goals for Week 2 Postponed to Week 4.
- Continue to organize around Mathematical Knowledge Management project (MKM), for use in world building and problem solving in these contexts.
- (Collaborators 7 and 8 held additional thorough discussions and vastly improved the use case document).
- Read Commonsense Reasoning: An Event Calculus Based Approach.
- Read Chapter 17 "Event Calculus" of "Handbook of Knowledge Representation".
- Read Chapter 19 "Acquisition of Commonsense Knowledge" of "Commonsense Reasoning: An Event Calculus Based Approach".
- Look into security considerations for FLP, ways to secure person and personal data.
- Looked into data-at-rest encryption, in memory encryption, full-disk encryption, principle of least privilege, additional security partitioning, protection from insider threat, etc.
- Develop initial Mathematical Knowledge Management project (MKM) domain in CYC.
- Exported 9040 constants from planetmath.org into ResearchCYC
Extras for Week 4
- Downloaded, indexed and extracted 102 verification and synthesis software codebases for packaging for Debian Linux.
- Uploaded metasite-extractor to GitHub and notified FSF contact for inclusion in FSF Free Software Directory and processed feedback.
- Wrote NLP software that extracts names of software people use and other information from IRC chat logs for the Dossier System for continued team building per the POSI vision.
- Watched AI certification course videos including on Event Calculus (EC) .
- Discussed with Collaborator-2 how to use AUGUR, ConceptNet and KNext to automatically build EC planner domains.
- Researched integration of Answer Set Programming (ASP) solver for EC.
- Continued mentoring Collaborator-6.
- Refactored API-Manager result caching.
Goals Postponed to Week 4 from Week 3 (All accomplished)
- Obtain the local bus timetables for input.
- Wrapped Google Directions API (for public transportation navigation integration)
- Add an introduction to PlanLogic (FRDCSA + PrologMUD systems) on planlogic.net.
- Completed: PlanLogic.net.
- Work on self-discipline system (several potential improvements noted in the main to.do file).
- Added ability to timestamp newly added sexp-based goals in to.do files using `git blame` in order to determined which tasks are overdue.
- Improve the packager system.
- Added -y flag for fully automatic indexing, extracting and initiating packaging of software archives.
- Finish building the Homeless planning domain in MIFE.
- Wrapped ConceptNet API (for helping to add elaboration axioms to the Event Calculus planner, helping mitigate the knowledge bottleneck).
- Work on datamining BG levels.
- Installed tensorflow-gpu and cuDNN.
Goals Postponed to Week 4 from Week 2 (All accomplished)
- Interview some homeless people about this product.
- Drafted and took 25 questionaires to homeless shelter.
- Finish the business plan and pitch to the local incubator.
- Finished first draft of non-profit plan and took to incubator.
- Complete the Google Maps API integration.
- Wrapped Google Directions API (for public transportaiton navigation integration).

Collaborator-2's update:

- Round trip events to/from English so interactions will be available in English instead of logic.
- Logic to English is fairly complete, progress on English to Logic.
Extras for Week 4
- *Much* progress towards MetaPlanning.

Collaborator-7's update:

- Develop initial Mathematical Knowledge Management project (MKM) domain in CYC.
- (Collaborator-7 and Collaborator-8 continued lengthy discussions on Mathematical Knowledge Management project (MKM)).
- Worked on representations of standard math concepts in type theory; arbitrary precision numerics, set theory, descriptions of machine classes, properties of functions, etc.. the kind of stuff you would want to already have available in standard library.
- Been going over the stack, as of right now, queue automata -> string rewriting (optional) -> combinatory logic -> higher order term rewriting -> MKM.
- Worked on the systematic description of the type theory rules.
- Added more to the use case document.

Collaborator-8's update:

- Develop initial MKM domain in CYC.
- (Collaborator-7 and Collaborator-8 continued lengthy discussions on Mathematical Knowledge Management project (MKM)).
- Worked on a software+hardware stack that eventually builds up into a higher order term rewriting system to actually provide a runnable version of the stuff Collaborator-7 working on.
- https://www.imode.tech

Collaborator-11's update:

- Check in with HomelessExpertSystem authors to see if they intend to proceed with the temporal and bus planning or whether we need to take over.
- Intends to carry on development of HomelessExpertSystem.

FAQ

- How does this app help the homeless?
- It's like a GPS - for your life! The Free Life Planner optimizes across two dimensions (maximize safety and minimize time spent homeless) over plans / paths / sequences of actions, such as: eat, sleep, walk to the social security office, take a bus to the pantry, etc.
```
0.0003: (PICK-UP ANDY IBM-R30 CS-LOUNGE) [0.1000]
0.1005: (PICK-UP ANDY DUFFEL-BAG CS-LOUNGE) [0.1000]
0.2008: (MOVE ANDY CS-LOUNGE DOHERTY-4201) [0.1500]
...
```
  It knows location hours, bus schedules, etc - and does temporal contingent planning. The user enters their goals and A.I. planning software (using API mashups) gathers all relevant local resource information and returns plans and interactively guides the user like a GPS does.
  
  "Poverty and all its related concerns require so much mental energy that the poor have less remaining brainpower to devote to other areas of life, according to research based at Princeton University. As a result, people of limited means are more likely to make mistakes and bad decisions that may be amplified by — and perpetuate — their financial woes." - Article.
- Please explain how homeless people will access cellphones.
- "Most people experiencing homelessness have cell phones. Research shows that many homeless people have cell phones. ... In another study, 70.7% of homeless patients visiting emergency departments had cell phones, compared to 85.9% of people who were stably housed." - Article
- How will you work with homeless people that don't even own smart phones?
- Our software will have an interactive voice response system for non-smart phones, has a website (which will work with library computers), and makes printable flyers with local resources to hand out to the homeless.
- Have you talked to potential users about this solution?
- We took questionaires to shelters asking about their specific needs, however several Free Life Planner (FLP) authors have been homeless up to 5 years.

Goals for Week 5

Begin integrating the result of the survey into our product
Add local services using the Google Places API to test Event Calculus planner
Test the Event Calculus metaplanning using Prolog-Agent
Improve the interactive Web-GUI for walking through plans, add support for Event Calculus output
Get factored planning to work w/ finances, transport, meal planning, etc
Read some of the book MultiAgent Systems 2nd Edition by Gerhard Weiss
Improve the overall UX experience, refactor the site layout to make it more understandable
Add multiuser support
Take a 2 day break
Continue working on every thread we've mentioned of every open project for FLP

Project Descriptions:

Free Life Planner (FLP) 1 2 3 4 5: the Free Life Planner: help the homeless, disabled, ill and poor to thrive.
Collaborator-1, Collaborator-5

PrologMUD: advanced simulation environment (used in FLP to represent the world) which incorporates a clone of CYC
Collaborator-2

Marty's Interactive Fiction Engine (MIFE): Collaborator-2's updated code (MIFE original description) (we're co-opting Interactive Fiction to accurately represent the world-model)
Collaborator-2, Collaborator-4

Survival Research: researching prepping/survivalism for pointers on survival
Collaborator-3

MKM: system to encode mathematical knowledge into CYC, for use with automated theorem proving, program synthesis, and intelligent tutoring systems
Collaborator-6, Collaborator-7, Collaborator-8, Collaborator-9

ITS: Intelligent Tutoring System
Collaborator-6

Homeless Expert System: a system to help the homeless plan to survive
Collaborator-10, Collaborator-11

FRDCSA: system to write and collect software solutions
Collaborator-1

(Archived) October Pioneer, Week 3, Free Life Planner Project

For next week's progress (Week 4) see HERE or just scroll up

For last week's progress (Week 2) see HERE or just scroll down

Mission

Developing a fully fledged Artificial Intelligence is not easy, so there are many related systems involved with the main Free Life Planner (FLP) system in order to get the cell phone web-based program to work. (Unfortuntely due to privacy concerns we cannot show the FLP website itself, since we haven't finished cleaning out the personal information it contains).

Overview

Much of what got done during week 3 was on the Mathematical Knowledge Management (MKM) project, capitalizing on overwhelming contributor interest in the project. We are grounding some of our homelessness world-simulation in the world-building, problem-solving and rule-based systems capabilities of the MKM/CYC, which works alongside our other simulation, planning and reasoning tools in FLP/MIFE/PrologMUD.

What Got Done in Week 3:

Collaborator-1's update:

Wrote use case document along with Collaborator-7 for Mathematical Knowledge Management project (MKM).
Created new PlanLogic GitHub organization and added several current collaborators.
Created new MKM repository and Collaborator-2 added some work to date into it.
Held long and thorough developer discussions on how to interrelate our various projects between Collaborators 1, 2, 7 and 8
Continued mentorship studies with Collaborator-6. (Started two new projects with Collaborator-6 as part of our mentorship)
Checked in with Collaborator-11 (HomelessExpertSystem coauthor) to see if they intend to proceed with the temporal and bus planning or whether we need to take over.
Worked with Collaborator-12 on learning more about his evolutionary PyTorch NLP chatbot cognitive architecture.
Continued expanding the dossier system to track collaborators, projects, goals, interests and abilities (in CYC) re initial POSI vision.

Collaborator-2's update:

Created a streamlined axiomatic format to run the entire environment and interactions thru event calculus
Finished consolidation of Marty's Interactive Fiction Engine (MIFE) adapted planner, so that the code is not redundant and that it can call itself to achieve metaplanning.

2018-11-18 22:52:46 <Collaborator-2 Isolated a port of a very mature event calc
planner in order to merge the events in the MUD into an axiom format
2018-11-18 22:53:13 <Collaborator-2 axiom(initiates(wake_up(X),awake(X),T),[]).
2018-11-18 22:53:13 <Collaborator-2 axiom(terminates(fall_asleep(X),awake(Y),T),[]).
2018-11-18 22:53:14 <Collaborator-2 axiom(initially(neg(awake(nathan))),[]).
2018-11-18 22:53:14 <Collaborator-2 abducible(dummy).
2018-11-18 22:53:14 <Collaborator-2 executable(wake_up(_X)).
2018-11-18 22:53:15 <Collaborator-2 executable(fall_asleep(_X)).
2018-11-18 22:53:41 <Collaborator-2 well i wanted to give example.. that is what the
domain looks like
2018-11-18 22:53:56 <Collaborator-2 so the mud is getting ported to all axioms

2018-11-18 22:55:32 <Collaborator-2 Created a streamlined axiomatic format to run the
entire environment and interactions
2018-11-18 22:56:04 <Collaborator-2 next week will be using this new format in order
to round trip events to/from English
2018-11-18 22:56:42 <Collaborator-2 so that all interactions will be available in
English instead of logic
2018-11-18 22:58:03 <Collaborator-2 where the logic will all be done from event calc
planning

Progress Was Made On:

Translate TPTP Type Theory Files (using TPTP2X CLIF translator) and Type Theory AGDA Files and into CYC for MKM. This is important for the automated theorem proving (for reasoning about the situation) and program synthesis (for generating software to solve the problems of homelessness).

2018-11-18 22:59:05 <Collaborator-2 .. it looks like the .tp files
*are* an output format and not an input format
2018-11-18 22:59:39 <Collaborator-2 s normally the .tptp files *are* output
2018-11-18 23:00:02 <Collaborator-2 but good news is i am running them thru LeanTAP
to get the logical translation
2018-11-18 23:00:34 <Collaborator-2 which i should be able to just out
SExpressionized CNF
2018-11-18 23:02:40 <Collaborator-2 what i am unsure about still is i am very
familiar with FOF but not so much with THF

- Record a video of bytelibrary.com website.
- Interim solution
- Import and extract the 255 missing Debian packages we made (missing due to hard-drive failure) from a backup we have, and regenerate the static FRDCSA webpages to reflect the package information. Correct the links to the packages themselves.
- Copied over and began writing extraction script.
- Make more Debian packages of necessary software on our to-package list.
- Solution: recruited for more developers to make packages along side us.

Postponed:

Obtain the local bus timetables for input.
Add an introduction to PlanLogic (FRDCSA + PrologMUD systems) on planlogic.net.
Work on self-discipline system (several potential improvements noted in the main to.do file).
Improve the packager system.
Finish building the Homeless planning domain in MIFE.
Work on datamining BG levels.

Goals for Week 4:

Collaborator-1

Complete postponed goals.
Continue to organize around MKM project, for use in world building and problem solving in these contexts.
Read Commonsense Reasoning: An Event Calculus Based Approach.
Look into security considerations for FLP, ways to secure person and personal data.
Develop initial MKM domain in CYC.

Collaborator-2

2018-11-19 00:07:08 <Collaborator-2> next week will be using this new format in order
to round trip events to/from English so that all interactions will be
available in English instead of logic

FAQ:

- Do the homeless really have cell phones to use with a web-app or an IVR (interactive voice response) system?
- Yes many do, and those that don't may qualify for free programs. See here for more info. (And if they don't have a cell phone carrier and/or cell phone, they may still use the service through wifi, public computer terminals, and/or printouts).
- Why the emphasis on AI and not just homelessness?
- We are using AI to resolve the logistics of being homeless. This includes meal, financial, transport, medical, etc planning. AI is a necessary technology to efficiently implement these capabilities. Here is a use case document explaining.
- What do you know about homelessness?
- Several collaborators, myself included, have experienced homelessness lasting up to 5 years. This is a strong motivation to work on it since we know what would have helped us in that situation. We want to get it to those that need it.
- What exactly does the web application do?
- Here is a use case document explaining.
- What does this technical jargon mean? This seems vague, incomprehensible, too many heavy words, etc. Is this just marketspeak?
- It is *really* hard to explain what the project does without having it done to show, especially in so few words. And NO!!! Again, see here for a concrete example.

Project Descriptions:

Free Life Planner (FLP) 1 2 3 4 5: the Free Life Planner: help the homeless, disabled, ill and poor to thrive.
Collaborator-1, Collaborator-5

PrologMUD: advanced simulation environment (used in FLP to represent the world) which incorporates a clone of CYC
Collaborator-2

Survival Research: researching prepping/survivalism for pointers on survival
Collaborator-3

ITS: Intelligent Tutoring System
Collaborator-6

Homeless Expert System: a system to help the homeless plan to survive
Collaborator-10, Collaborator-11

FRDCSA: system to write and collect software solutions
Collaborator-1

(Archived) October Pioneer, Week 2, Free Life Planner Project

For next week's progress (Week 3) see HERE or just scroll up

Developing a fully fledged Artificial Intelligence is not easy, so there are many related systems involved. These are some of the systems that we are using with the main FLP system in order to get the cell phone web-based program to work. (Unfortuntely due to privacy concerns we cannot show the FLP website itself, since we haven't finished cleaning out the personal information it contains).

Project Descriptions:

Free Life Planner (FLP) 1 2 3 4 5: the Free Life Planner: help the homeless, disabled, ill and poor to thrive.
Collaborator-1, Collaborator-5

PrologMUD: advanced simulation environment (used in FLP to represent the world) which incorporates a clone of CYC
Collaborator-2

Survival Research: researching prepping/survivalism for pointers on survival
Collaborator-3

ITS: Intelligent Tutoring System
Collaborator-6

Homeless Expert System: a system to help the homeless plan to survive
Collaborator-10, Collaborator-11

FRDCSA: system to write and collect software solutions
Collaborator-1

Collaborator-1's update:

FRDCSA Project Update 20181111 post
FRDCSA Facebook page

Collaborator-2's update:

2018-11-11 23:00:58 <Collaborator-2> soo tired.. i didn't want to leave you stranded
      without giving you an update
2018-11-11 23:02:33 <Collaborator-2> i don't know how to say it high level and soo
      tired.. i'll just tell you what i will be doing next week
2018-11-11 23:03:05 <Collaborator-2> most planners are based on action<->state
2018-11-11 23:03:23 <Collaborator-2> i am working on converting this to a phase
      process
2018-11-11 23:03:41 <Collaborator-2> "events"<->state
2018-11-11 23:03:54 <Collaborator-2> then action<->events
2018-11-11 23:04:38 <Collaborator-2> so that the planner initially attempts to reach
      states by creating examples of events that would create the state it
      wants
2018-11-11 23:05:13 <Collaborator-2> then it uses actions to make those events come
      true

Ran out of time this time around, but will solicit the updates from all collaborators for the next weekly update.

Goals for next week:

Complete tutorial with Collaborator-5 on FLP.

Continue mentorship studies with Collaborator-6.

Translate TPTP Type Theory Files (using TPTP2X CLIF translator) and Type Theory AGDA Files and into CYC for MKM. This is important for the automated theorem proving (for reasoning about the situation) and program synthesis (for generating software to solve the problems of homelessness).

Finish consolidation of MIFE adapted planner, so that the code is not redundant and that it can call itself to achieve metaplanning.

Check in with HomelessExpertSystem authors to see if they intend to proceed with the temporal and bus planning or whether we need to take over. Obtain the local bus timetables for input.

Record a video of bytelibrary.com website.

Add an introduction to PlanLogic (FRDCSA + PrologMUD systems) on planlogic.net.

Work on self-discipline system (several potential improvements noted in the main to.do file).

Improve the packager system.

Make more Debian packages of necessary software on our to-package list.

Finish building the Homeless planning domain in MIFE.

Work on datamining BG levels.

Work with Collaborator-12 on learning more about his evolutionary TensorFlow NLP chatbot cognitive architecture.

Continue expanding the dossier system to track collaborators, projects, goals, interests and abilities (in CYC) re initial POSI vision.

Import and extract the 255 missing Debian packages we made (missing due to hard-drive failure) from a backup we have, and regenerate the static FRDCSA webpages to reflect the package information. Correct the links to the packages themselves.

More info available at my home page and my github page.

These files need to be cleaned up (personal information removed) in order to release:

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/var/lib/myfrdcsa/codebases/cats/games/homeless/frdcsa/sys/flp/autoload/world_kb.pl
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