This document covers the non-Minecraft FPS game bridge packages in<\/p>\n\n\n\n
game_mods\/ and their _AugmentedIntelligence runtime commands.<\/p>\n\n\n\n
Use these only on private\/local servers you own or administer. Do not use them<\/p>\n\n\n\n
to bypass anti-cheat systems or automate public multiplayer play.<\/p>\n\n\n\n
[text] The native receiver accepts authenticated UDP JSON, keeps per-adapter packet<\/p>\n\n\n\n counts, stores a recent packet tail, and maps simple health\/damage\/death fields<\/p>\n\n\n\n into GamingRL::FPSPerception. Civilization packets are routed into<\/p>\n\n\n\n GamingStrategyRL::CivilizationState and receive a high-level strategy<\/p>\n\n\n\n decision response.<\/p>\n\n\n\n [text] Configuration is persisted in:<\/p>\n\n\n\n [text] Recommended FPS RL startup:<\/p>\n\n\n\n [text] Use dry-run on until tail, packet counts, and gaming rl explain look sane.<\/p>\n\n\n\n The Source bridge is an in-server SourceMod plugin.<\/p>\n\n\n\n Requirements:<\/p>\n\n\n\n [text] Build and install:<\/p>\n\n\n\n [powershell] Configure cfg\/sourcemod\/ai_bridge.cfg:<\/p>\n\n\n\n [text] Server commands:<\/p>\n\n\n\n [text] ai_bridge_action requires admin permission, ai_bridge_actuation 1, and<\/p>\n\n\n\n ai_bridge_dry_run 0 for movement\/rotation actions. Actuation is intentionally<\/p>\n\n\n\n limited to server-safe lab actions. A Source server<\/p>\n\n\n\n cannot hold a real player client’s movement keys; use a local client controller<\/p>\n\n\n\n for full key\/mouse control.<\/p>\n\n\n\n Optional Source action sidecar:<\/p>\n\n\n\n [powershell] The sidecar accepts action\/reply JSON and dispatches plugin commands over RCON:<\/p>\n\n\n\n [json] Classic QuakeC has no portable socket API, so the Quake bridge emits structured<\/p>\n\n\n\n server log lines and a sidecar forwards them to _AI.<\/p>\n\n\n\n Wire the QuakeC hooks:<\/p>\n\n\n\n [c] Load the cvars:<\/p>\n\n\n\n [text] Run the sidecar:<\/p>\n\n\n\n [powershell] Optional private-server cvar actuation:<\/p>\n\n\n\n [text] Increment ai_bridge_action_time for each action. Action IDs are:<\/p>\n\n\n\n [text] The Garry’s Mod bridge is a server-side GLua addon plus a file\/UDP sidecar. The<\/p>\n\n\n\n addon uses normal garrysmod\/data files, so it does not need a binary socket<\/p>\n\n\n\n module inside GMod.<\/p>\n\n\n\n Install:<\/p>\n\n\n\n [powershell] Start _AI:<\/p>\n\n\n\n [text] Run the sidecar on the GMod server host:<\/p>\n\n\n\n [powershell] Server commands:<\/p>\n\n\n\n [text] Movement and effect actions require:<\/p>\n\n\n\n [text] Packet fields include health, armor, ammo, team, origin, velocity, eye angles,<\/p>\n\n\n\n active weapon, and eye-trace target.<\/p>\n\n\n\n The Civilization bridge is a turn-strategy integration for Civilization VI. It<\/p>\n\n\n\n is advisory by default: the mod emits state and displays\/logs recommendations<\/p>\n\n\n\n instead of silently making irreversible game choices.<\/p>\n\n\n\n Install:<\/p>\n\n\n\n [powershell] Start _AI:<\/p>\n\n\n\n [text] Run the sidecar:<\/p>\n\n\n\n [powershell] The Civ Lua mod prints AI_CIV_BRIDGE_JSON {…} records to Lua.log. The<\/p>\n\n\n\n sidecar forwards them to _AI, receives strategy_decision replies, and<\/p>\n\n\n\n appends them to Logs\/augmented_ai_civ_actions.jsonl by default. The Lua mod<\/p>\n\n\n\n polls both augmented_ai_civ_actions.jsonl and<\/p>\n\n\n\n Logs\/augmented_ai_civ_actions.jsonl when file I\/O is available.<\/p>\n\n\n\n Civilization strategy actions:<\/p>\n\n\n\n [text] Source observation:<\/p>\n\n\n\n [json] Quake observation:<\/p>\n\n\n\n [json] Garry’s Mod observation:<\/p>\n\n\n\n [json] Civilization observation:<\/p>\n\n\n\n [json] Civilization decision response:<\/p>\n\n\n\n [json] Native _AI mapping:<\/p>\n\n\n\n [text] For richer aiming\/objective features, pair these server bridges with the normal<\/p>\n\n\n\n client-side FPS perception path: screen capture, HUD OCR, audio threat, minimap<\/p>\n\n\n\n threat, and target detection.<\/p>\n\n\n\n On the _AI machine, allow inbound UDP for the bridge ports you actually use:<\/p>\n\n\n\n [powershell] On the game server, allow outbound UDP to the _AI machine on those ports. Keep<\/p>\n\n\n\n tokens private and do not expose these ports to the public Internet.<\/p>\n\n\n\n This document covers the non-Minecraft FPS game bridge packages in game_mods\/ and their _AugmentedIntelligence runtime commands. Use these only on private\/local servers you own or administer. Do not use them to bypass anti-cheat systems or automate public multiplayer play. What Was Added [text]GameModBridge.hpp \/ GameModBridge.cpp Native _AI UDP receivergame_mods\/source_mod\/ai_bridge.sp SourceMod server plugingame_mods\/source_mod\/cfg\/ai_bridge.cfg SourceMod cvar templategame_mods\/source_mod\/tools\/source_action_bridge.py […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1987","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/posts\/1987","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/comments?post=1987"}],"version-history":[{"count":1,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/posts\/1987\/revisions"}],"predecessor-version":[{"id":1988,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/posts\/1987\/revisions\/1988"}],"wp:attachment":[{"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/media?parent=1987"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/categories?post=1987"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/macdaddy4sure.ai\/index.php\/wp-json\/wp\/v2\/tags?post=1987"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/em>GameModBridge.hpp \/ GameModBridge.cpp Native _AI UDP receiver
game_mods\/source_mod\/ai_bridge.sp SourceMod server plugin
game_mods\/source_mod\/cfg\/ai_bridge.cfg SourceMod cvar template
game_mods\/source_mod\/tools\/source_action_bridge.py Optional UDP-to-RCON action sidecar
game_mods\/quake_mod\/ai_bridge_defs.qc QuakeC field\/function declarations
game_mods\/quake_mod\/ai_bridge.qc QuakeC telemetry\/action hooks
game_mods\/quake_mod\/tools\/quake_log_bridge.py Quake log\/action sidecar
game_mods\/garrys_mod\/addons\/augmentedintelligence_bridge\/ Garry’s Mod GLua addon
game_mods\/garrys_mod\/tools\/gmod_file_bridge.py Garry’s Mod file\/UDP sidecar
game_mods\/civilization_mod\/AugmentedAICivilization.modinfo Civilization VI mod package
game_mods\/civilization_mod\/tools\/civ_log_bridge.py Civilization Lua.log\/UDP sidecar<\/p>\n\n\n\n_AI Commands<\/h2>\n\n\n\n
<\/em>gaming mod bridge status
gaming mod bridge configure source_mod 0.0.0.0 8767 YOUR_TOKEN true
gaming mod bridge configure quake_mod 0.0.0.0 8768 YOUR_TOKEN true
gaming mod bridge configure garrys_mod 0.0.0.0 8771 YOUR_TOKEN true
gaming mod bridge configure civilization_mod 0.0.0.0 8772 YOUR_TOKEN true
gaming mod bridge start source_mod
gaming mod bridge start quake_mod
gaming mod bridge start garrys_mod
gaming mod bridge start civilization_mod
gaming mod bridge start all
gaming mod bridge stop source_mod
gaming mod bridge tail source_mod 10
gaming mod bridge tail quake_mod 10
gaming mod bridge tail garrys_mod 10
gaming mod bridge tail civilization_mod 10<\/p>\n\n\n\n
<\/em>game_mod_bridge.local.txt<\/p>\n\n\n\n
<\/em>gaming rl init
gaming rl dry-run on
gaming rl input hold 120
gaming rl input mouse 32
gaming rl bridge spec
gaming mod bridge configure source_mod 0.0.0.0 8767 YOUR_TOKEN true
gaming mod bridge status<\/p>\n\n\n\nSourceMod Bridge<\/h2>\n\n\n\n
<\/em>Source Dedicated Server
Metamod:Source
SourceMod
SourceMod Socket extension<\/p>\n\n\n\n
<\/em>copy game_mods\\source_mod\\ai_bridge.sp C:\\srcds\\addons\\sourcemod\\scripting\\
cd C:\\srcds\\addons\\sourcemod\\scripting
spcomp ai_bridge.sp
copy ai_bridge.smx C:\\srcds\\addons\\sourcemod\\plugins\\
copy E:\\_AugmentedIntelligence\\_src\\_AugmentedIntelligence_v11.0 – Typed Commands\\game_mods\\source_mod\\cfg\\ai_bridge.cfg C:\\srcds\\cfg\\sourcemod\\<\/p>\n\n\n\n
<\/em>ai_bridge_enable “1”
ai_bridge_host “10.0.0.151”
ai_bridge_port “8767”
ai_bridge_token “YOUR_TOKEN”
ai_bridge_interval “0.25”
ai_bridge_observe_bots “1”
ai_bridge_actuation “0”
ai_bridge_dry_run “1”
ai_bridge_safety “1”
ai_bridge_chat_enable “1”
ai_bridge_goal “survive_and_learn”
ai_bridge_curriculum “input_smoke”<\/p>\n\n\n\n
<\/em>sm_ai help
sm_ai status
sm_ai connect
sm_ai disconnect
sm_ai reload
sm_ai observe
sm_ai chat <message>
sm_ai dryrun on|off
sm_ai safety on|off
sm_ai monitor on|off
sm_ai replay on|off
sm_ai goal <text>
sm_ai curriculum <phase>
sm_ai metrics
sm_ai debug
sm_ai action <userid|@me> <action> [text]
ai_bridge_status
ai_bridge_action <userid> observe
ai_bridge_action <userid> hint “Move to cover.”
ai_bridge_action <userid> say “Training observation received.”
ai_bridge_action <userid> nudge_forward
ai_bridge_action <userid> look_left
ai_bridge_action <userid> look_right
ai_bridge_reply <userid|@all> chat|hint|center <message><\/p>\n\n\n\n
<\/em>python .\\game_mods\\source_mod\\tools\\source_action_bridge.py –listen-port 8769 –rcon-host 127.0.0.1 –rcon-port 27015 –rcon-password YOUR_RCON_PASSWORD –token YOUR_TOKEN –print<\/p>\n\n\n\n
<\/em>{“type”:”action”,”userid”:2,”action”:”hint”,”message”:”Move to cover.”,”token”:”YOUR_TOKEN”}
{“type”:”reply”,”target”:”@all”,”channel”:”chat”,”message”:”Training round started.”,”token”:”YOUR_TOKEN”}<\/p>\n\n\n\nQuake Bridge<\/h2>\n\n\n\n
<\/em>\/\/ worldspawn
ai_bridge_init();
\/\/ PutClientInServer
ai_bridge_player_spawn();
\/\/ ClientDisconnect
ai_bridge_player_disconnect();
\/\/ player death \/ obituary path
ai_bridge_player_death();
\/\/ PlayerPostThink
ai_bridge_player_postthink();
\/\/ Optional chat\/command hooks if your mod exposes them
ai_bridge_player_chat(message);
ai_bridge_player_command(“status”);
ai_bridge_print_status();<\/p>\n\n\n\n
<\/em>exec quake_ai_bridge.cfg<\/p>\n\n\n\n
<\/em>python .\\game_mods\\quake_mod\\tools\\quake_log_bridge.py –log C:\\quake\\id1\\qconsole.log –host 10.0.0.151 –port 8768 –token YOUR_TOKEN –print –action-listen-port 8770 –action-file C:\\quake\\id1\\ai_bridge_actions.cfg –print-actions<\/p>\n\n\n\n
<\/em>set ai_bridge_actuation 1
set ai_bridge_dry_run 0
set ai_bridge_action_slot 0
set ai_bridge_action_id 1
set ai_bridge_action_time 1<\/p>\n\n\n\n
<\/em>1 turn_left
2 turn_right
3 nudge_forward
4 jump
5 weapon_1
6 weapon_2
7 weapon_3
8 freeze
9 nudge_back
10 observe
11 hint<\/p>\n\n\n\nGarry’s Mod Bridge<\/h2>\n\n\n\n
<\/em>copy game_mods\\garrys_mod\\addons\\augmentedintelligence_bridge C:\\gmodserver\\garrysmod\\addons\\augmentedintelligence_bridge -Recurse<\/p>\n\n\n\n
<\/em>gaming rl init
gaming rl adapter set garrys_mod
gaming rl dry-run on
gaming mod bridge configure garrys_mod 0.0.0.0 8771 YOUR_TOKEN true<\/p>\n\n\n\n
<\/em>python .\\game_mods\\garrys_mod\\tools\\gmod_file_bridge.py –data-dir C:\\gmodserver\\garrysmod\\data\\augmentedintelligence_bridge –host 10.0.0.151 –port 8771 –token YOUR_TOKEN –print<\/p>\n\n\n\n
<\/em>ai_bridge_status
ai_bridge_observe
ai_bridge_action <userid|steamid64|name|@all|@bots> observe
ai_bridge_action <target> hint “Move to cover.”
ai_bridge_action <target> nudge_forward
ai_bridge_action <target> look_left
ai_bridge_action <target> look_right
ai_bridge_action <target> freeze<\/p>\n\n\n\n
<\/em>ai_bridge_actuation 1
ai_bridge_dry_run 0<\/p>\n\n\n\nCivilization Bridge<\/h2>\n\n\n\n
<\/em>copy game_mods\\civilization_mod “$env:USERPROFILE\\Documents\\My Games\\Sid Meier’s Civilization VI\\Mods\\AugmentedAICivilization” -Recurse<\/p>\n\n\n\n
<\/em>gaming rl strategy on
gaming mod bridge configure civilization_mod 0.0.0.0 8772 YOUR_TOKEN true<\/p>\n\n\n\n
<\/em>python .\\game_mods\\civilization_mod\\tools\\civ_log_bridge.py –host 10.0.0.151 –port 8772 –token YOUR_TOKEN –print<\/p>\n\n\n\n
<\/em>0 balanced_development
1 prioritize_science
2 prioritize_culture
3 prioritize_gold
4 build_infrastructure
5 raise_military
6 improve_tiles
7 scout
8 settle_city
9 diplomacy<\/p>\n\n\n\nPacket Contract<\/h2>\n\n\n\n
<\/em>{“type”:”observation”,”engine”:”source”,”adapter”:”source_mod”,”map”:”de_dust2″,”userid”:2,”player”:”Player”,”team”:2,”alive”:1,”health”:100,”origin”:[0.0,0.0,0.0],”angles”:[0.0,90.0,0.0],”reason”:”tick”,”token”:”YOUR_TOKEN”}<\/p>\n\n\n\n
<\/em>{“type”:”observation”,”engine”:”quake”,”adapter”:”quake_mod”,”time”:12.25,”player”:”Player”,”health”:100,”frags”:0,”origin”:”0 0 0″,”angles”:”0 90 0″,”reason”:”tick”,”token”:”YOUR_TOKEN”}<\/p>\n\n\n\n
<\/em>{“type”:”observation”,”engine”:”garrys_mod”,”adapter”:”garrys_mod”,”map”:”gm_construct”,”userid”:2,”player”:”Player”,”steamid”:”7656119…”,”alive”:true,”health”:100,”armor”:25,”origin”:[0,0,0],”angles”:[0,90,0],”weapon”:”weapon_crowbar”,”ammo”:0,”reason”:”tick”,”token”:”YOUR_TOKEN”}<\/p>\n\n\n\n
<\/em>{“type”:”observation”,”engine”:”civilization”,”adapter”:”civilization_mod”,”turn”:42,”cities”:3,”settlers”:1,”military_units”:5,”enemy_military_units”:2,”science_per_turn”:32,”culture_per_turn”:18,”gold_per_turn”:11,”expansion_score”:0.8,”war_pressure”:0.2,”victory_focus”:”science”,”token”:”YOUR_TOKEN”}<\/p>\n\n\n\n
<\/em>{“type”:”strategy_decision”,”engine”:”civilization”,”adapter”:”civilization_mod”,”action_id”:8,”label”:”settle_city”,”confidence”:0.72,”value”:0.14,”source”:”civilization_actor_critic”,”turn”:42,”token”:”YOUR_TOKEN”}<\/p>\n\n\n\n
<\/em>health -> FPS health feature
player_hurt -> recent damage feature
player_death -> death\/terminal feature
round_end -> terminal cause
origin\/angles -> retained in packet tail for adapters and later richer mapping
civilization turn state -> GamingStrategyRL civilization policy<\/p>\n\n\n\nFirewall<\/h2>\n\n\n\n
<\/em>New-NetFirewallRule -DisplayName “_AI SourceMod Bridge UDP 8767” -Direction Inbound -Protocol UDP -LocalPort 8767 -Action Allow
New-NetFirewallRule -DisplayName “_AI Quake Bridge UDP 8768” -Direction Inbound -Protocol UDP -LocalPort 8768 -Action Allow
New-NetFirewallRule -DisplayName “_AI Garrys Mod Bridge UDP 8771” -Direction Inbound -Protocol UDP -LocalPort 8771 -Action Allow
New-NetFirewallRule -DisplayName “_AI Civilization Bridge UDP 8772” -Direction Inbound -Protocol UDP -LocalPort 8772 -Action Allow<\/p>\n\n\n\nTraining Flow<\/h2>\n\n\n\n
\n