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README.md

@@ -17,20 +17,20 @@ PPO-trained agent for [OpenFront.io](https://openfront.io), a multiplayer territ
 - **Architecture:** Actor-Critic with shared backbone (512→512→256)
 - **Observation dim:** 80
 - **Max neighbors:** 16
-- **Maps:** plains, big_plains, world, giantworldmap, ocean_and_land, half_land_half_ocean (random per episode)
+- **Maps:** plains, big_plains, world, giantworldmap, ocean_and_land, half_land_half_ocean, europe, europeclassic, northamerica, africa, asia, australia, southamerica, mediterranean, britannia, britanniaclassic, eastasia, oceania, pangaea, mena, aegean, alps, amazonriver, amazonriverwide, arctic, baikal, beringstrait, betweentwoseas, blacksea, bosphorusstraits, deglaciatedantarctica, falklandislands, faroeislands, fourislands, gatewaytotheatlantic, gulfofstlawrence, halkidiki, hawaii, iceland, italia, japan, lemnos, lisbon, manicouagan, niledelta, passage, sanfrancisco, straitofgibraltar, straitofhormuz, surrounded, thebox, theboxplus, tourney1, tourney2, tourney3, tourney4, tradersdream, twolakes, worldrotated, yenisei, achiran, mars, milkyway, montreal, newyorkcity, pluto, reglaciatedantarctica (random per episode)
 - **Opponents:** 2 Easy bots
 - **Parallel envs:** 8
 - **Learning rate:** 0.00015
 - **Rollout steps:** 512
-- **Updates trained:** 330
-- **Global steps:** 1351680
-- **Best mean reward:** 591.3189961528778
+- **Updates trained:** 2480
+- **Global steps:** 10158080
+- **Best mean reward:** 1445.384720082283
 
 ## Final Training Metrics
 
-- **Mean reward:** 591.3189961528778
-- **Mean episode length:** 3142.3
-- **Loss:** 1779.034423828125
+- **Mean reward:** 254.607934988462
+- **Mean episode length:** 2687.8153846153846
+- **Loss:** 227.44029235839844
 
 ## Usage