Commit graph

8 commits

Author SHA1 Message Date
jedarden
206189f914 feat(engine): integrate Monte Carlo win probability computation into match runner
Collect GameState snapshots during match execution (one per turn), then
run 100 random-play rollouts per snapshot post-match to compute per-turn
win probabilities and detect critical moments (|delta| > 0.15). Results
are stored in the replay JSON as win_prob and critical_moments fields.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-04-21 08:46:39 -04:00
jedarden
4ba39e3aa8 feat(evolver): complete Phase 7 LLM-driven evolution implementation
- Complete autonomous evolution pipeline with island model (4 islands)
- MAP-Elites behavior grid integration for diversity
- LLM ensemble integration (fast + strong model tiers)
- 3-stage validation pipeline (syntax → schema → sandbox smoke test)
- Evaluation arena (10-match mini-tournament per candidate)
- Promotion gate (Nash equilibrium PSRO + MAP-Elites niche fill)
- Retirement policy (auto-retire low-rated bots, population cap)
- Live export to R2 for evolution dashboard
- Enhanced replay viewer with commentary and win probability
- Added series, seasons, and predictions pages

All tests passing. Phase 7 exit criteria met.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-04-08 16:38:48 -04:00
jedarden
df3e59b9a9 feat(acb-local): add strategy bots for offline matches
Add Go implementations of 5 strategy bots directly into the engine:
- GathererBot: prioritizes energy collection, avoids combat
- RusherBot: aggressively rushes enemy cores
- GuardianBot: defends cores with cautious expansion
- SwarmBot: formation-based coordinated movement
- HunterBot: targets isolated enemy units

Update acb-local with bot selection flags:
- -bot0/-bot1: select bot strategies
- -list-bots: list available strategies
- Default to gatherer vs rusher for interesting gameplay

Enables demo replays with real strategic behavior without K8s infrastructure.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-29 14:27:36 -04:00
jedarden
f5d7553f98 Add Phase 7-9 features: evolution dashboard, WASM sandbox, enhanced replay
Phase 7 Evolution:
- Add live-export subcommand to acb-evolver for dashboard JSON generation
- Export programs, stats, and generation log to live.json

Phase 8 Enhanced Features:
- Add WASM game engine build (cmd/acb-wasm/) with JS bindings
- Add in-browser sandbox page with Monaco editor (web/src/pages/sandbox.ts)
- Add win probability computation (web/src/win-probability.ts)
- Add replay commentary generator (web/src/commentary.ts)
- Add clip maker for GIF/MP4 export (web/src/pages/clip-maker.ts)
- Add rivalry detection and pages (web/src/pages/rivalries.ts)
- Add replay feedback system (web/src/pages/feedback.ts)
- Add evolution dashboard page (web/src/pages/evolution.ts)

Phase 9 Platform Depth:
- Add predictions API (cmd/acb-api/predictions.go)
- Add series management API (cmd/acb-api/series.go)
- Add seasons API (cmd/acb-api/seasons.go)
- Add narrative generator for rivalries (cmd/acb-indexer/src/narrative.ts)

Engine Updates:
- Add debug field to move response schema
- Add match event timeline extraction
- Add replay enrichment fields

Web Updates:
- Update app.html navigation for new pages
- Add API client methods for predictions, series, seasons
- Export engine types for browser use

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-29 01:13:23 -04:00
jedarden
0f7d55c5d4 Fix sin/cos math bug and add cellular automata map generation
Replace broken Taylor series sin/cos approximations with math.Sin/math.Cos
in both engine/match.go and cmd/acb-mapgen. The Taylor series produced
incorrect results for angles > π, causing wrong positions in 3+ player maps.

Upgrade map generator wall placement from random scatter to cellular
automata (B5/S4 rule, 4 iterations) with rotational symmetry enforcement
and connectivity validation. Add comprehensive mapgen tests and dominance
win condition tests.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-26 01:10:46 -04:00
jedarden
6f1b50384c Complete Phase 2: HTTP protocol and 6 strategy bots
Phase 2 Implementation:
- HMAC authentication for engine-to-bot communication
  - Request signing with timestamp anti-replay
  - Response signing for integrity verification
- HTTP bot client with timeout and crash detection
  - Per-turn 3s timeout, 10 consecutive failure crash threshold
  - Move validation (position ownership, direction validity)
- Integration tests for HTTP match execution
- 6 strategy bots in 6 languages:
  - RandomBot (Python): Random valid moves - rating floor
  - GathererBot (Go): Energy-focused with combat avoidance
  - RusherBot (Rust): Aggressive core rushing via BFS
  - GuardianBot (PHP): Defensive core protection
  - SwarmBot (TypeScript): Formation-based group combat
  - HunterBot (Java): Target isolation and hunting

All bots include:
- HMAC signature verification
- Dockerfile for containerization
- README documentation

All engine tests passing (32+ tests)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-24 07:00:38 -04:00
jedarden
890785c5c4 Complete Phase 1: add connectivity validation and determinism tests
- Add connectivity.go: BFS-based map connectivity validation with retry
- Update mapgen to use connectivity checking by default
- Add determinism_test.go: property-based tests for reproducibility
  - Same seed produces identical replays
  - Turn execution is deterministic
  - Grid operations are deterministic
  - Combat resolution is deterministic
  - Full 500-turn match validation
- All 32 tests pass
- Update PROGRESS.md: Phase 1 complete

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-24 03:44:44 -04:00
jedarden
6d3f3506b3 Implement Phase 1 core engine: grid, combat, fog of war, turn execution
- Add engine package with toroidal grid, game state, turn execution
- Implement focus-fire combat resolution with simultaneous deaths
- Add fog of war visibility filtering for bot state
- Implement energy collection (contested resources denied)
- Add bot spawning at active cores
- Implement win conditions: elimination, draw, dominance, turns
- Add replay JSON writer for match recording
- Add match runner with concurrent bot communication
- Add CLI tools: acb-local (match runner), acb-mapgen (map generator)
- Add comprehensive unit tests (26 tests passing)

Exit criteria met: can run complete 500-turn matches and produce valid replays

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-24 01:48:27 -04:00