From 7174ff7cf93a3cdb4b60e9f54af2d88352ef1280 Mon Sep 17 00:00:00 2001
From: CosmicClash Training Bot <training-bot@cosmicclash.invalid>
Date: Sun, 9 Aug 2026 19:55:13 +0100
Subject: [PATCH] chore(training): generation 5 progress after
 20260809-1340-gen5-s4-handling

---
 training/eval_history.json      | 27 ++++++++++
 training/generation5_state.json | 90 ++++++++++++++++++++++++++++++++-
 2 files changed, 115 insertions(+), 2 deletions(-)

diff --git a/training/eval_history.json b/training/eval_history.json
index b9685416..6cd4e34b 100644
--- a/training/eval_history.json
+++ b/training/eval_history.json
@@ -279,5 +279,32 @@
       "team_1": 43
     },
     "win_rate_a": 0.46
+  },
+  {
+    "timestamp": "2026-08-09T18:55:13+00:00",
+    "model_a": "/home/jcreek/ai-training/CosmicClash/Game/bots/20260809-1340-gen5-s4-handling.json",
+    "model_b": "/home/jcreek/ai-training/CosmicClash/Game/bots/promoted/easy.json",
+    "seed": 1,
+    "episodes": 100,
+    "wins_a": 46,
+    "wins_b": 31,
+    "draws": 23,
+    "side_results": {
+      "a_team_0": {
+        "wins_a": 21,
+        "wins_b": 17,
+        "draws": 12
+      },
+      "a_team_1": {
+        "wins_a": 25,
+        "wins_b": 14,
+        "draws": 11
+      }
+    },
+    "physical_team_wins": {
+      "team_0": 35,
+      "team_1": 42
+    },
+    "win_rate_a": 0.46
   }
 ]
diff --git a/training/generation5_state.json b/training/generation5_state.json
index 30c376dc..5fc0f238 100644
--- a/training/generation5_state.json
+++ b/training/generation5_state.json
@@ -1,6 +1,92 @@
 {
   "stage_index": 0,
-  "attempt": 0,
+  "attempt": 1,
   "status": "in_progress",
-  "log": []
+  "log": [
+    {
+      "stage_index": 0,
+      "stage_number": 4,
+      "stage_name": "handling",
+      "experiment": "20260809-1340-gen5-s4-handling",
+      "attempt": 0,
+      "telemetry_tail": {
+        "rollout/air_touch_fraction": 0.00035999999195337296,
+        "rollout/airborne_fraction": 0.44166228532791135,
+        "rollout/ep_len_mean": 138.77144021606446,
+        "rollout/ep_rew_mean": -5.834176032543183,
+        "rollout/forward_motion_fraction": 0.21531347577273846,
+        "rollout/goal_rate": 0.5669200012683868,
+        "rollout/mean_altitude": 4.419930323600769,
+        "rollout/productive_air_touch_fraction": 3.999999910593033e-05,
+        "rollout/upright_fraction": 0.2645233328640461,
+        "rollout/vertical_thrust_mean": 0.09886699930951
+      },
+      "telemetry_failures": [
+        "rollout/goal_rate=0.5669 < 0.8000",
+        "rollout/upright_fraction=0.2645 < 0.4500",
+        "rollout/forward_motion_fraction=0.2153 < 0.2500"
+      ],
+      "evaluation_goal_failures": [
+        "easy.json: goal_rate=0.770 < 0.800"
+      ],
+      "side_balance_failures": [],
+      "eval": {
+        "timestamp": "2026-08-09T18:55:13+00:00",
+        "model_a": "/home/jcreek/ai-training/CosmicClash/Game/bots/20260809-1340-gen5-s4-handling.json",
+        "model_b": "/home/jcreek/ai-training/CosmicClash/Game/bots/promoted/easy.json",
+        "seed": 1,
+        "episodes": 100,
+        "wins_a": 46,
+        "wins_b": 31,
+        "draws": 23,
+        "side_results": {
+          "a_team_0": {
+            "wins_a": 21,
+            "wins_b": 17,
+            "draws": 12
+          },
+          "a_team_1": {
+            "wins_a": 25,
+            "wins_b": 14,
+            "draws": 11
+          }
+        },
+        "physical_team_wins": {
+          "team_0": 35,
+          "team_1": 42
+        },
+        "win_rate_a": 0.46
+      },
+      "evals": [
+        {
+          "timestamp": "2026-08-09T18:55:13+00:00",
+          "model_a": "/home/jcreek/ai-training/CosmicClash/Game/bots/20260809-1340-gen5-s4-handling.json",
+          "model_b": "/home/jcreek/ai-training/CosmicClash/Game/bots/promoted/easy.json",
+          "seed": 1,
+          "episodes": 100,
+          "wins_a": 46,
+          "wins_b": 31,
+          "draws": 23,
+          "side_results": {
+            "a_team_0": {
+              "wins_a": 21,
+              "wins_b": 17,
+              "draws": 12
+            },
+            "a_team_1": {
+              "wins_a": 25,
+              "wins_b": 14,
+              "draws": 11
+            }
+          },
+          "physical_team_wins": {
+            "team_0": 35,
+            "team_1": 42
+          },
+          "win_rate_a": 0.46
+        }
+      ],
+      "decision": "fail"
+    }
+  ]
 }