TrackerAgent

deterministic code agent that maintains perfect information from observable events and makes greedy decisions conditioned on card counts and estimated wealth

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

SetRaceAgentmethod0.792
deterministic code agent that greedily pursues quartet completion, bidding aggressively on near-complete sets
EconomyAgentmethod0.773
deterministic code agent that models resource economy, tracking money flows and exploiting cash-poor opponents
Code-agent ordering: TrackerAgent > SetRaceAgent > EconomyAgentfinding0.753
information exploitation outranks greedy quartet-chasing, which outranks conservative budgeting
TrackerAgent outperforms six of seven tested LLMsfinding0.739
In the 98-game slice, TrackerAgent had a higher win rate or TrueSkill than all LLMs except Gemini 3 Flash.
TrackerAgent buy-right percentage 34.4%finding0.732
TrackerAgent has the highest buy-right rate among all agents.
TrackerAgent win rate=53.6%finding0.725
TrackerAgent won more than half its games
Two heuristic code agents (TrackerAgent and SetRaceAgent) outperform most tested LLMs.claim0.720
Calibration that conditional logic can beat cost-efficient LLMs in this setting.
TrackerAgent and SetRaceAgent have TC tightness τ ≈ 0.2–0.25, looser countersfinding0.714
Code agents trade bargaining precision for acquisition pressure.