M28AI Devlog (v156)

maudlin27

v28 Update
Smaller update focused on the 40km map Spiralarm Harbour:

Further pathing optimisation, reducing the time taken to load this map from 319s to 16s (at the cost of accuracy) - very large maps with large numbers of islands should make use of this optimisation, but for most maps the more accurate previous method should be used
20 Other changes, including:
Improved transport rush build order (including use of multiple transports if there are lots of islands to drop and few players), and other initial build order tweaks
Fixed some issues with transports, particularly where there are multiple transports being managed, that could result in no engineers being loaded, or engineers being dropped at islands that already have factories
Expanded civilian capture logic to cover capturing civilian mexes, hydros, and other power, and factored in the unit to be captured's build time to the decision of how many engineers to send to capture it
Fixed some issues with the unit cap that could lead to the unit cap being reached, and that were preventing air staging or mexes being built

maudlin27

v29 Update
A quick update to reflect further pathing optimisation:

Optimised the initial pathing generation for land zones - very small zones should now be culled resulting in a significant speed increase on some maps (e.g. on the map being tested, which was a mapgen map, originally it took roughly 40s to load, after this change it was down to under 3s)
Adjusted retreat logic for units running away so they shouldnt run to the rally point if it's in a different direction to the main base (reducing instances where e.g. mongees, hoplites and mobile shields would suicide into an advancing enemy)
Added compatibility for mods that add unusually sized units (e.g. experimental units that are a different size to any existing FAF unit should be built sometimes now)
Fixed a couple of minor bugs

Acknowledgements

Relent0r - Replay showing 2vM28 which highlighted the long load time and issues with retreating units
(zhanghm18 - reminder of issue previously highlighted with mod units not being built)
Babel - replay with M27 and M28 where M28 didnt work (due to an issue with M27)

maudlin27

v30 Update

Aeon will now in some (rare) cases consider building a paragon
6 Improvements to norush games, including fixing an issue where engineers would stop building units (due to them trying to build outside the norush radius)
Mobile stealth should be less likely to be used and built for areas covered by enemy omni
5 bugfixes and other adjustments from a Strydxr replay, including preventing units being assigned special M28 debug names (from some testing code I forgot to disable), and having naval AA less likely to suicide into the middle of a group of gunships

Acknowledgements

Bart - Replay highlighting norush issues on open palms
Strydxr - Replay showing a name display bug and some other bugs

maudlin27

v31 update
15 adjustments and bugfixes:

Various tweaks to the decision on what experimental to build, including fixing an issue with working out how many experimentals are under construction (so M28 should no longer start constructing 3 nukes at once), and making it more likely for air experimentals to be built in some scenarios
Fixed some bugs where multiple transports are waiting for engineers and also added a workaround for maps with poorly designed plateaus (that cant be dropped)
Added additional retreat logic for MAA to consider just running in the opposite direction to the enemy
Fixed a bug that could break engineer construction logic (typically late-game)
Added special gunship retreat logic, so if the gunships try to retreat and would be going straight over a load of enemy SAMs, they should consider whether a detour would help them avoid some of the SAMs.
Fixed a bug where paragons weren't being counted as game-enders (meaning they wouldn't benefit from M28's special shielding logic)

Acknowledgements

Fertgl – Replay showing 2 M28 transports getting stuck in a loop alternating between each other for a drop zone.
EsaihSiX - for putting M28 in the title of the 6 (human) v 4 M28 replay (20778889) and posting it in discord, which was the source of most of the changes made this update

maudlin27

v32 update

7 changes for FA Mission 3, the most noticeable of which should involve building fewer land units and not rushing an SMD just because the enemy has a seraphim battleship
Improved support for low mex maps (1-2 mexes in the starting zone and none or almost none in the rest of the map) - M28 should build far fewer factories initially and focus on upgrading its mex sooner. Note that its build order is in no way optimised, and an optimised human build order will still crush it at 1.0 modifier.
10 changes mostly relating to improving M28's approach once it has a paragon (making it more likely to build air factories and experimentals, fixing an issue with building a second paragon, etc.)
Rewrote part of the pathing logic to fix a bug (most likely on 20km+ land maps) that could cause units to move in the opposite direction to where they were meant to go
4 other changes, including fixing an issue with underwater start points, and fixing a bug I realised has been present since pre-v1 that caused too many engineers to be sent to other zones (the number of engineers a zone was requesting featured double-counting in some cases)

Acknowledgements

Retributer - highlighting issues with M28 building too many land units on M3 of the FA campaign
Bart - Replay highlighting issues with paragons and wierd pathing for a GC

Calvalon

Hi - I have a question aswell:

My friends an I are always playing against AI and since AIx isnt a challenge anymore once you figuerd out how they work, we tried M28. We were 2 and in the end we lost vs 1 M28. Next Game we won (still 2vs1 though .. ^^) and we analyzed the replay.
Now the question: Does M28 cheat like AIx? With shorter building times and do they get somehow more ressources?
We couldnt really figure it out, because somehow M28 seems to have alot of Units and almost never Mass or Energy Problems, it never seems to get like masslocked.
We think its just because M28 is so clever with pausing/unpausing updates, unit production etc. but we are not quiet sure because i bombed almost all his mass in that one game and (M28 had 2 Massextractors left, 1 T1 and 1 T2) and was still able to produce a sufficient supply of mass and units.
Well, as you can see, we are not Pros. But your AI gave us a great fight, very good work!

maudlin27

@calvalon M28 doesn’t receive any resource or build power bonus unless you’re playing against the AiX version.

I’d expect it to be very rare that it runs out of energy but quite common that it has low mass (ie 0 stored mass with negative mass income).

It should pause things to avoid running out of energy or if it’s mass stall becomes too severe.

It should also reclaim regularly so that might explain it having more units than expected (you could use 4z0t’s scoreboard and analyse a replay to see how much it is reclaiming and total mass generated to see how its gaining and spending its mass)

Calvalon

Ah ok thanks. I did not see any AIx version, thats why I asked. The only option I could choose from was just called AI: M28 so I guess its just the normal one then.
It did all the things you said, to perfection. Thats why we wondered. ^^

Thanks for the Scoreboard recommendatoin, I was anyway looking for a thing like that.

maudlin27

v33 Update

6 changes made from a live replay I happend to come across where 3 new players tried to fight an AiX 1.5 M28, including additional backup logic for ships whose shots are blocked by cliffs, reducing the land factories built on small (in size) plateus (such as the setons' islands), and fixing a bug with the ACU's early build order where if it had no orders it would build too much power.
8 changes based on a replay from Fertgl which highlighted a flaw with M28's MAA logic - in addition to a few fixed for this (hover-MAA should now support other islands, and MAA should no longer be massively overbuilt on small island bases) the transport drop logic is improved so they'll drop to multiple locations on very large other islands (to help with this replay where the start was a tiny island but most of the map was a separate island that both players had to fight over)
7 changes based on a replay I did to test low mex maps for v32, the most impactful of which is a fix to what apppears to have been a very longstanding bug preventing M28 building and using mobile shields properly. Related to this I also fixed an issue where a fatboy would build mobile shields on repeat (despite having no use for them).
2 Other changes, including having short range units ignore orders to retreat for a short period of time after being given an attack order (to try and reduce instances where e.g. a GC would move into enemy megalith range, then after a while turn around and retreat, having done no damage).

Acknowledgements

Fertgl – replay highlighting several bugs with MAA (infinite production and not moving outside of the core base when on a small island starting position)

maudlin27

v34 update
21 tweaks and fixes mostly to the early game logic, including:

Reducing the tendency to build defensive PD in response to nearby T1 PD, particularly against civilian PD (such as on Ambush pass)
Made seraphim combat scouts better at avoiding enemies, and more aggressive by having them attack non-combat scouts
Fixed an issue with updating the last known position of visible enemies (which could cause issues for example with units not retreating properly)
Fixed an issue that could happen late game with engineers having their orders constantly cleared (to try and move them away from factories so the factories can build units)
Added a workaround for an issue where the game incorrectly indicates MML missiles are being intercepted (which would cause M28 to overbuild MML)

Acknowledgements

Fertgl – Replay showing issue where M28 could get engineers idling at its base doing nothing

maudlin27

v35 update
This update was focused on reducing many of the error messages sent to the log that have built up over time, prompted in part by one of these highlighting an error on maps with mexes close to each other such as astro craters where available mexes weren’t always correctly tracked, involving 16 different bugfixes. This included:

Fixing issues with tracking unbuilt mex locations (which caused mexes on maps like astro craters rich to not be rebuilt after being destroyed)
Added some redundancies to decisions on where to build a mex in a zone if the only unbuilt location appears unavailable (fixing an issue where there could often be a significant delay until the last unbuilt mex in a zone got built)
Increased the cap on how many TMD can be built in a single zone, and fixed a bug with some units not getting TMD built to protect them from TML
Fixed various error messages that could appear (sometimes these were for minor issues, other times there was no issue but rather a valid explanation for why the unexpected scenario had arisen), including with the initial map generation, with trying to find the closest pathable location a land unit is on, etc.
Stealth boats should no longer be built if there are no main targets for them

Acknowledgements

Fertgl - Replay on astro craters rich where M28 failed to rebuild mexes that died to TML

v36 update

Removed debugging code I forgot to disable on release of v35 (that changes unit names)

v37 update

Fixed a bug introduced in v35 with tracking how many mexes of each tech level M28 has

maudlin27

v38 Update
16 changes, mostly bugfixes from testing against M27 on 3 maps (interestingly M28 won 2 of the 3 games upfront, and looked likely to win the 3rd after changes in then desynced replay, so maybe it is approaching the point where it has a c.50%+ win rate against M27 on larger maps - the maps were Nilfheim, Syrtis major and Open palms):

Fixed a bug where I forgot to disable debugging code in v37 which filled up logs with information about how many mexes M28 had
Various fixes to TMD, so that TMD should no longer be over-built in response to a TML threat, mobile TML shouldn't be double-counted, and upgrading mexes should properly reflect TMD coverage
Novax targeting fixes that could cause it to target underwater units or error out when consdering the ACU in some cases
Adjustments to T2 arti and radar builders and ctrl-K logic (for radars) to e.g. T2 arti should be built faster, and with radar coverage, when facing an enemy fatboy threat
Improved the open palms build order to use the hydro (this switched the replay from a heavy defeat by M27 to a likely defeat of M27)

Acknowledgements

zhanghm18 – Screenshot showing M28 attempting to build a modded naval experimental on land

maudlin27

v39 Update
25 changes, the majority relating to a replay featuring modded units:

Transports should now consider dropping ponds that have mexes (which also helps workaround an issue with a replay I saw where the map design resulted in FAF namesh generation incorrectly thinking ponds were pathable)
Cheaper versions of buildings should be prioritised early game (to stop unit mods that introduce experimentals at the T1 stage tanking the economy, or for expensive hydros to be built at the start of the game)
Fixed a bug with land units not retreating in certain rare cases, and adjustments to ACU retreat logic. Also expanded logic for long range enemy threats so e.g. ravagers should now be taken into account to help with smaller maps where their range exceeded the size of a zone
Improvements to shield logic, fixing an issue where multiple shields would be built on the outskirts of the base (shielding nothing but themselves)
Various bugfixes and workarounds, including a workaround for a Brewlan bug that categorises torpedo bombers as transports (which causes an error when the AI tries to check if the unit has a cargo).

Acknowledgements

fertgl - Replay showing an issue with shields being built outside the main base on open palms

Gatorized

AI seems to build only engineers, shield disruptors, and MML. Has no ability to defend itself against direct fire units. Places its PD away from the only enemy approach direction so it can't shoot anything.

maudlin27

@trixie_lulamoon I'd need a replay ID to consider why, as the described behaviours are generally very rare (e.g. I've never seen M28 build a shield disruptor, and I'd only expect it to be building lots of MMLs if the enemy is trying to get a firebase setup near M28's base)

Gatorized

I just started a new match on the same map with the same settings and now they're building direct fire units no problem, so IDK what the problem was last time. Ignore for now since I can't reproduce it

ender06

@maudlin27 Loving the AI so far. Might need to be a little more aggressive, not our best game.

https://replay.faforever.com/20908740

maudlin27

@ender06 said in M28AI Devlog (v39):

20908740

Thanks! I forgot to check the replay ahead of the v40 release but will make a note to review for the next release to see if it was working as intended.

maudlin27

v40 Release
Introduced new naval 'raiding' logic (to help with very large water maps so that full naval control isnt needed to try and attack enemy land buildings), improved t1 bomber logic, and various other changes

New naval bombardment logic - I expect it may need tweaking since it risks weakening M28's overall naval forces, but the idea is that on maps like Aeon M1 of the campaign and Betrayal ocean it helps by attacking islands with naval forces even if the enemy navy is too strong for a full attack
6 other changes for Aeon M1, resulting in the time to complete reducing from 1hr53m to 1hr6m (actual time will vary significantly based on AI luck)
Support added for spaceships from the extreme wars mod
10 Changes made for a replay where Sladow crushed a 1.7 AiX M28, including making it less likely that T2 upgrades will be started on air factories at higher AiX modifiers early game
New T1 bomber logic added to target enemy engineers and radar (similar to how M27 uses T1 bombers, although I doubt it will work as well given M27's needed a fair bit of refinement)
New 'engi targeting' logic for land units early game (based on a replay from Wifi_) so tanks should move closer to enemy engineers if they catch the engineer without an escort, rather than e.g. targeting t1 mexes that the engineer has built
14 changes made for 'PASS but mexes are underwater' map, which is roughly 1 change for every 2 people who has downloaded the map! I'm hoping that the changes will have more general use though, including making M28 a bit more robust in unusual map scenarios (on that map there are no mexes at the start position, but a crasy number of mexes nearby in the water)

Acknowledgements

Sladow – Accepting a challenge to fight (and beat) M28 AiX 1.7 on Arcane, which highlighted a number of flaws with M28’s build order
Fertgl – highlighting how M28 wouldn’t attack civilian islands early on with navy on betrayal ocean, along with noting that M28 doesn't work on the PASS but mexes underwater map
zhanghm18 - noting extreme wars spaceship incompatibility
Wifi_ - several replays against M28 where there were more M28 than humans

relentless

I had to watch that just to witness greatness. Looks like the reissuing of commands to the acu got him killed.