About
MAizeBargAIn is a multi-round bargaining benchmark where agents negotiate over privately valued items under time pressure and outside options, then are assessed game-theoretically against a diverse roster of heuristic and RL opponents. It scores agents not just on raw payoff, but on strategic robustness, efficiency, and fairness using equilibrium-based regret plus welfare and envy-freeness metrics.
Configuration
Leaderboard Queries
SELECT CAST(unnest.agent_name AS VARCHAR) AS id, unnest.mene_regret, unnest.mene_regret_se FROM results, UNNEST(results.results) AS unnest ORDER BY unnest.mene_regret ASC
SELECT CAST(unnest.agent_name AS VARCHAR) AS id, unnest.uw_percent, unnest.uw_percent_se FROM results, UNNEST(results.results) AS unnest ORDER BY unnest.uw_percent DESC
SELECT CAST(unnest.agent_name AS VARCHAR) AS id, unnest.nw_percent, unnest.nw_percent_se FROM results, UNNEST(results.results) AS unnest ORDER BY unnest.nw_percent DESC
SELECT CAST(unnest.agent_name AS VARCHAR) AS id, unnest.nwa_percent, unnest.nwa_percent_se FROM results, UNNEST(results.results) AS unnest ORDER BY unnest.nwa_percent DESC
SELECT CAST(unnest.agent_name AS VARCHAR) AS id, unnest.ef1_percent, unnest.ef1_percent_se FROM results, UNNEST(results.results) AS unnest ORDER BY unnest.ef1_percent DESC
Leaderboards
No data is available for this leaderboard right now.
No data is available for this leaderboard right now.
No data is available for this leaderboard right now.
No data is available for this leaderboard right now.
No data is available for this leaderboard right now.
Last updated 40 minutes ago ยท 82fd004