Update README.md

README.md

@@ -106,9 +106,9 @@ ___________                  __.__  ________                          __
 
 # Emoji Quest RL Dataset
 
-Reinforcement learning dataset from Emoji Quest RL gameplay. Single human playthrough of Emoji Quest RL — 
-turn-based emoji RPG with combat, stat upgrades, resting & crafting. The game is available for download in
-the /gym/ folder of the repo so players can create their own datasets.
+This was created as a Reinforcement learning dataset from Emoji Quest RL gameplay. It features a Single human playthrough of Emoji Quest RL — 
+turn-based RPG with combat, stat upgrades, resting & crafting. The game is available for download in the /gym/ folder of the repo so players 
+can create their own datasets.
 
 It contains 85 decision points / states → full session: lvl 1→8, 13 enemies defeated, 1451 gold earned, ~169s playtime.
 Two splits / files (Parquet + CSV):
@@ -116,7 +116,7 @@ Two splits / files (Parquet + CSV):
 - game_states — snapshots at every decision point (default)
 - decisions — focused on player choices + immediate results
 
-## Key Columns (all rows):
+## Key Columns:
 
 - timestamp — event time
 - action — what happened (e.g. "Spell", "enemy_attack", "upgrade_int", "inn_rest", "craft_armor_1")
@@ -128,8 +128,6 @@ Two splits / files (Parquet + CSV):
 - enemy_count — 1–13
 - game_state — always "playing"
 
-## Files
-
 ### game_states.csv
 
 Game state snapshots at each decision point. Contains player and enemy stats.