# Nash Equilibrium Approximation on HUNL Endgame 10 boards (random boards) Source: [Nash Equilibrium Approximation on HUNL Endgame 10 boards (random boards)]() Collection index: [llms.txt]() Data updated: 2026-05-12T17:00:36.615Z Evaluation of algorithms for approximating the Nash Equilibrium specifically within the context of the HUNL Endgame 10 board scenarios, measured by exploitability relative to the pot size. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Nash Equilibrium Approximation | | Dataset (including any stated split) | HUNL Endgame 10 boards (random boards) | | Metric | Exploitability (Fraction of Pot) | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 18 of 18 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Exploitability (Fraction of Pot)](): Lower is better; unit: PERCENT. ## Recorded results | Method | Exploitability (Fraction of Pot) | Result date | Report paper | | --- | --- | --- | --- | | ev-nd | 0.143 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-nd | 0.171 | Not recorded | 6a02b4b3dbc836b87d824fac | | equity | 0.189 | Not recorded | 6a02b4b3dbc836b87d824fac | | rank | 0.202 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-nd | 0.202 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-root | 0.22 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-nd | 0.244 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-nd | 0.261 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-nd | 0.279 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-root | 0.323 | Not recorded | 6a02b4b3dbc836b87d824fac | | equity | 0.334 | Not recorded | 6a02b4b3dbc836b87d824fac | | rank | 0.337 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-nd | 0.484 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-nd | 0.492 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-nd | 0.502 | Not recorded | 6a02b4b3dbc836b87d824fac | | ev-root | 0.515 | Not recorded | 6a02b4b3dbc836b87d824fac | | equity | 0.531 | Not recorded | 6a02b4b3dbc836b87d824fac | | rank | 0.541 | Not recorded | 6a02b4b3dbc836b87d824fac | ### ev-nd Exploitability (Fraction of Pot): 0.143. Result ID: 6a035c9947f34ce924e90369. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"200","Warm-up iterations (W)":"500","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-nd Exploitability (Fraction of Pot): 0.171. Result ID: 6a035c9947f34ce924e90366. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"200","Warm-up iterations (W)":"50","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### equity Exploitability (Fraction of Pot): 0.189. Result ID: 6a035c9947f34ce924e9035a. [Reporting paper]() Recorded evaluation configuration: {"Bucket Count (K)":"200","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### rank Exploitability (Fraction of Pot): 0.202. Result ID: 6a035c9947f34ce924e9035d. [Reporting paper]() Recorded evaluation configuration: {"Bucket Count (K)":"200","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-nd Exploitability (Fraction of Pot): 0.202. Result ID: 6a035c9947f34ce924e90363. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"200","Warm-up iterations (W)":"10","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-root Exploitability (Fraction of Pot): 0.22. Result ID: 6a035c9947f34ce924e90360. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"200","Warm-up iterations (W)":"50","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-nd Exploitability (Fraction of Pot): 0.244. Result ID: 6a035c9947f34ce924e90368. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"50","Warm-up iterations (W)":"500","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-nd Exploitability (Fraction of Pot): 0.261. Result ID: 6a035c9947f34ce924e90365. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"50","Warm-up iterations (W)":"50","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-nd Exploitability (Fraction of Pot): 0.279. Result ID: 6a035c9947f34ce924e90362. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"50","Warm-up iterations (W)":"10","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-root Exploitability (Fraction of Pot): 0.323. Result ID: 6a035c9947f34ce924e9035f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"50","Warm-up iterations (W)":"50","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### equity Exploitability (Fraction of Pot): 0.334. Result ID: 6a035c9947f34ce924e90359. [Reporting paper]() Recorded evaluation configuration: {"Bucket Count (K)":"50","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### rank Exploitability (Fraction of Pot): 0.337. Result ID: 6a035c9947f34ce924e9035c. [Reporting paper]() Recorded evaluation configuration: {"Bucket Count (K)":"50","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-nd Exploitability (Fraction of Pot): 0.484. Result ID: 6a035c9947f34ce924e90361. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"20","Warm-up iterations (W)":"10","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-nd Exploitability (Fraction of Pot): 0.492. Result ID: 6a035c9947f34ce924e90364. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"20","Warm-up iterations (W)":"50","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-nd Exploitability (Fraction of Pot): 0.502. Result ID: 6a035c9947f34ce924e90367. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"20","Warm-up iterations (W)":"500","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### ev-root Exploitability (Fraction of Pot): 0.515. Result ID: 6a035c9947f34ce924e9035e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bucket Count (K)":"20","Warm-up iterations (W)":"50","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### equity Exploitability (Fraction of Pot): 0.531. Result ID: 6a035c9947f34ce924e90358. [Reporting paper]() Recorded evaluation configuration: {"Bucket Count (K)":"20","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. ### rank Exploitability (Fraction of Pot): 0.541. Result ID: 6a035c9947f34ce924e9035b. [Reporting paper]() Recorded evaluation configuration: {"Bucket Count (K)":"20","CFR variant":"PCFR+","CFR iteration budget (T)":"2,000"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.