Floor

gen04

Generated boss floor, checked by the exact solver; held out: no prompt or annotation was developed on it.

225 HPexact optimum: the most HP left when the boss falls
225 HPanswer of the published solver
20winning sets of cleared monsters and doors (1 optimal)
11 × 118 decisions on the optimal route · 66 search states

Optimal route

Route on the map
HP470final 225
ATK / DEF9 / 4
Keys0 / 0 / 0yellow / blue / red
Step0 / 158 decisions
0
1
2
3
4
5
6
7
8
9
10
0
1
2
114
114
114
!
3
182
4
182
114
5
24
6
7
114
8
9
114
56
10
Original game tiles (24-floor sample tower, mota-js). Number on a monster = HP it costs to kill now (green: winnable, red: not). Hover any tile for its stats.
Exact route · 225 HP

Every decision clears a door or fight node; items and fights that cost nothing are taken automatically ("auto"). 66 states expanded.

Optimal route against the models' wins

20 model episodes won this floor; 7 reach the optimum of 225 HP. Below, monsters and doors only, the exact optimal route next to the most common winning trajectory (7 wins clear the same monsters and doors in the same order), as played in this DeepSeek-V4-Flash episode (final HP 225).

This trajectory keeps the optimal value to the end.

Exact optimal route8 decisions
#clearsHP after
1Slime Lord (3,9), Red Slime (4,9)375
2Slime Lord (6,7)280
3yellow door (5,3)280
4Slime Lord (6,2), Slime Lord (7,2)444
5Bat (9,3)363
6yellow door (8,7)363
7yellow door (1,3)438
8Boss (10,2)225
Most common winning trajectory7 episodes
turnactionHP aftervalue
2Fight Slime Lord at (3,9)assisted431225
3Fight Red Slime at (4,9)assisted375225
5Fight Slime Lord at (6,7)assisted280225
13Fight Green Slime at (2,5)assisted280225
14Open yellow door at (5,3)280225
18Fight Slime Lord at (6,2)462225
19Fight Slime Lord at (7,2)444225
20Fight Bat at (9,3)363225
21Open yellow door at (8,7)363225
25Open yellow door at (1,3)438225
27Fight Boss at (10,2)225225

Model episodes on this floor

By model
modelepisodeswonbest final HP
DeepSeek-V4-Flash2513225
Llama-3.1-8B87101

All stored episodes on this floor, every configuration together; the thesis reports them per cell (see Results).

Wins (20)
modelfinal HPof optimumcell
DeepSeek-V4-Flash225100%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash225100%gs2_dsv4flash_fullreplay
DeepSeek-V4-Flash225100%gen04_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash225100%gen04_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash225100%gen04_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash225100%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash225100%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash20792%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash20792%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash19888%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash19888%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash18281%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash18080%gs5_pareto_dsthink_barereplay
Llama-3.1-8B10145%gs_llama8b_barereplay
Llama-3.1-8B9944%gs_llama8b_fullreplay
Llama-3.1-8B9944%gs_llama8b_fullreplay
Llama-3.1-8B9944%gs2_llama8b_fullreplay
Llama-3.1-8B9241%gs_llama8b_fullreplay
Llama-3.1-8B9040%gs_llama8b_barereplay
Llama-3.1-8B9040%gs2_llama8b_barereplay