Predicting the Large-Scale Evolution of Tag Systems. - Carlos Martin 001 (Complex Syst., 2016)

Predicting the Large-Scale Evolution of Tag Systems: Code Supplement. - Carlos Martin 001 (Complex Syst., 2017)

Generation and analysis of lamplighter programs. - Carlos Martin 001 (CoRR, 2017)

Differentiable cellular automata. - Carlos Martin 001 (CoRR, 2017)

Efficient exploration of zero-sum stochastic games. - Carlos Martin 001; Tuomas Sandholm (CoRR, 2020)

Finding Mixed-Strategy Equilibria of Continuous-Action Games without Gradients Using Randomized Policy Networks. - Carlos Martin 001; Tuomas Sandholm (IJCAI, 2023)

Computing equilibria by minimizing exploitability with best-response ensembles. - Carlos Martin 001; Tuomas Sandholm (CoRR, 2023)

Planning in the imagination: High-level planning on learned abstract search spaces. - Carlos Martin 001; Tuomas Sandholm (CoRR, 2023)

Model-Free Preference Elicitation. - Carlos Martin 001; Craig Boutilier; Ofer Meshi; Tuomas Sandholm (IJCAI, 2024)

Simultaneous incremental support adjustment and metagame solving: An equilibrium-finding framework for continuous-action games. - Carlos Martin 001; Tuomas Sandholm (CoRR, 2024)

Joint-perturbation simultaneous pseudo-gradient. - Carlos Martin 001; Tuomas Sandholm (CoRR, 2024)

ApproxED: Approximate Exploitability Descent via Learned Best Responses. - Carlos Martin 001; Tuomas Sandholm (AAMAS, 2025)

AlphaZeroES: Direct Score Maximization Outperforms Planning Loss Minimization. - Carlos Martin 001; Tuomas Sandholm (AAMAS, 2025)

Solving Infinite-Player Games with Player-to-Strategy Networks. - Carlos Martin 001; Tuomas Sandholm (CoRR, 2025)