From d77cdccaab0c9328cd5a389882d3b5d2d5711ec8 Mon Sep 17 00:00:00 2001
From: CosmicClash Training Bot <training-bot@cosmicclash.invalid>
Date: Sun, 16 Aug 2026 15:13:26 +0100
Subject: [PATCH] chore(training): generation 5 progress after
 20260816-0858-gen5-s4-handling

---
 training/eval_history.json      | 27 ++++++++++
 training/generation5_state.json | 89 ++++++++++++++++++++++++++++++++-
 2 files changed, 114 insertions(+), 2 deletions(-)

diff --git a/training/eval_history.json b/training/eval_history.json
index 49c0001d..bed4944d 100644
--- a/training/eval_history.json
+++ b/training/eval_history.json
@@ -657,5 +657,32 @@
       "team_1": 41
     },
     "win_rate_a": 0.44
+  },
+  {
+    "timestamp": "2026-08-16T14:13:26+00:00",
+    "model_a": "/home/jcreek/ai-training/CosmicClash/Game/bots/20260816-0858-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": 25,
+    "draws": 29,
+    "side_results": {
+      "a_team_0": {
+        "wins_a": 20,
+        "wins_b": 18,
+        "draws": 12
+      },
+      "a_team_1": {
+        "wins_a": 26,
+        "wins_b": 7,
+        "draws": 17
+      }
+    },
+    "physical_team_wins": {
+      "team_0": 27,
+      "team_1": 44
+    },
+    "win_rate_a": 0.46
   }
 ]
diff --git a/training/generation5_state.json b/training/generation5_state.json
index 30c376dc..747ff009 100644
--- a/training/generation5_state.json
+++ b/training/generation5_state.json
@@ -1,6 +1,91 @@
 {
   "stage_index": 0,
-  "attempt": 0,
+  "attempt": 1,
   "status": "in_progress",
-  "log": []
+  "log": [
+    {
+      "stage_index": 0,
+      "stage_number": 4,
+      "stage_name": "handling",
+      "experiment": "20260816-0858-gen5-s4-handling",
+      "attempt": 0,
+      "telemetry_tail": {
+        "rollout/air_touch_fraction": 3.999999910593033e-05,
+        "rollout/airborne_fraction": 0.2285692382156849,
+        "rollout/ep_len_mean": 138.9746000366211,
+        "rollout/ep_rew_mean": 8.531756190299987,
+        "rollout/forward_motion_fraction": 0.28261195290088653,
+        "rollout/goal_rate": 0.5371200009584427,
+        "rollout/grounded_upright_fraction": 0.47041099911928175,
+        "rollout/mean_altitude": 2.5816375048160554,
+        "rollout/productive_air_touch_fraction": 0.0,
+        "rollout/upright_fraction": 0.7536708096265793,
+        "rollout/vertical_thrust_mean": -0.046195002141292206
+      },
+      "telemetry_failures": [
+        "rollout/goal_rate=0.5371 < 0.8000"
+      ],
+      "evaluation_goal_failures": [
+        "easy.json: goal_rate=0.710 < 0.800"
+      ],
+      "side_balance_failures": [],
+      "eval": {
+        "timestamp": "2026-08-16T14:13:26+00:00",
+        "model_a": "/home/jcreek/ai-training/CosmicClash/Game/bots/20260816-0858-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": 25,
+        "draws": 29,
+        "side_results": {
+          "a_team_0": {
+            "wins_a": 20,
+            "wins_b": 18,
+            "draws": 12
+          },
+          "a_team_1": {
+            "wins_a": 26,
+            "wins_b": 7,
+            "draws": 17
+          }
+        },
+        "physical_team_wins": {
+          "team_0": 27,
+          "team_1": 44
+        },
+        "win_rate_a": 0.46
+      },
+      "evals": [
+        {
+          "timestamp": "2026-08-16T14:13:26+00:00",
+          "model_a": "/home/jcreek/ai-training/CosmicClash/Game/bots/20260816-0858-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": 25,
+          "draws": 29,
+          "side_results": {
+            "a_team_0": {
+              "wins_a": 20,
+              "wins_b": 18,
+              "draws": 12
+            },
+            "a_team_1": {
+              "wins_a": 26,
+              "wins_b": 7,
+              "draws": 17
+            }
+          },
+          "physical_team_wins": {
+            "team_0": 27,
+            "team_1": 44
+          },
+          "win_rate_a": 0.46
+        }
+      ],
+      "decision": "fail"
+    }
+  ]
 }