Research · Strategy · season 1 · shoal/orbit-wars

Orbit Wars

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1"""A field bot written here: each planet sends just enough ships to take the nearest planet it can win, aiming where an
2orbiting target will be when the fleet arrives."""
3import math
4
5CENTER = 50.0
6
7
8def speed(ships, top=6.0):
9 return 1.0 + (top - 1.0) * (math.log(max(ships, 1)) / math.log(1000)) ** 1.5
10
11
12def where(p, init, w, t):
13 """An orbiting planet's position t turns from now (static planets stay put)."""
14 if init is None:
15 return p[2], p[3]
16 r = math.hypot(init[2] - CENTER, init[3] - CENTER)
17 if r + p[4] >= 50:
18 return p[2], p[3]
19 a = math.atan2(p[3] - CENTER, p[2] - CENTER) + w * t
20 return CENTER + r * math.cos(a), CENTER + r * math.sin(a)
21
22
23def agent(obs, config=None):
24 me, moves = obs['player'], []
25 init = {p[0]: p for p in obs.get('initial_planets', [])}
26 w = obs.get('angular_velocity', 0.0)
27 mine = [p for p in obs['planets'] if p[1] == me]
28 for p in mine:
29 best = None
30 for q in obs['planets']:
31 if q[1] == me:
32 continue
33 need = q[5] + 1 + (q[6] * 10 if q[1] >= 0 else 0)
34 if p[5] - 5 < need:
35 continue
36 d = math.hypot(q[2] - p[2], q[3] - p[3])
37 if best is None or d < best[0]:
38 best = (d, q, need)
39 if best:
40 d, q, need = best
41 x, y = where(q, init.get(q[0]), w, d / speed(need))
42 moves.append([p[0], math.atan2(y - p[3], x - p[2]), int(need)])
43 return moves