🧠 Hex Conquest — ML Training Dashboard

🎮 Actions (17)

NOTHING	Do nothing this tick
CLAIM	Claim an adjacent unclaimed tile
DIG_OWN	Dig an owned mountain tile deeper
DIG_ADJ	Dig an adjacent mountain tile
SOLAR	Build Solar Panel (☀️ energy producer)
WIND	Build Wind Turbine (💨 constant energy)
BATTERY	Build Battery (🔋 energy storage)
FACTORY	Build Factory (🏭 converts energy → gold)
DRILL	Build Drill Silo (🔨 digs remote tiles)
MISSILE	Build Missile Silo (🚀 damages enemy buildings)
SHIELD	Build Shield (🛡️ protects tile from missiles)
UPGRADE	Upgrade best building (higher level = more output)
FIRE_DRILL	Fire a drill at a remote tile
FIRE_MISS	Fire a missile at enemy tile
A:BUILD	Allocation: prioritize construction budget
A:FACT	Allocation: prioritize factory (gold production)
A:BAL	Allocation: balanced (build/factory/defense)

📊 Metrics

Episode Reward	Total reward accumulated during episode
Training Loss	DQN loss (lower = more stable learning)
Gold	Gold at end of episode (🪙)
Territory	Tiles owned at end of episode
Buildings	Total buildings placed
Epsilon	Exploration rate (1.0=random → 0.05=greedy)
Missile Rate	% of recent episodes with a missile silo built

🧠 Reward Milestones

+10	First solar panel built
+10	First factory built
+20	First drill silo built
+50	First missile silo built
+100	Hit enemy with missile
+200	Destroy enemy building
continuous	Gold production rate, territory size
penalty	Energy crisis (0 energy, no producers)