% Key papers for Fast no-regret dynamics in games (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{neurips2016_learning_55839,
  title = {{Learning in Games: Robustness of Fast Convergence}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2016},
  url = {https://nips.cc/virtual/2016/poster/7387},
}

@inproceedings{aaai2017_dynamic_100962,
  title = {{Dynamic Thresholding and Pruning for Regret Minimization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10603},
}

@inproceedings{aaai2016_counterfactual_104797,
  title = {{Counterfactual Regret Minimization in Sequential Security Games}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10051},
}

@inproceedings{aaai2021_convergence_326,
  title = {{Convergence Analysis of No-Regret Bidding Algorithms in Repeated Auctions}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/05399-convergence-analysis-of-no-regret-bidding-algorithms-in-repeated-auctions/},
}

@inproceedings{icml2019_regret_37690,
  title = {{Regret Circuits: Composability of Regret Minimizers}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/3856},
}

@inproceedings{neurips2020_hedging_59995,
  title = {{Hedging in games: Faster convergence of external and swap regrets}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17450},
}

@inproceedings{icml2021_efficient_39281,
  title = {{Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/9549},
}

@inproceedings{neurips2021_near_62708,
  title = {{Near-Optimal No-Regret Learning in General Games}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27844},
}

@inproceedings{aaai2022_equilibrium_2050,
  title = {{Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/09484-equilibrium-finding-in-normal-form-games-via-greedy-regret-minimization/},
}

@inproceedings{neurips2016_minimizing_55874,
  title = {{Minimizing Regret on Reflexive Banach Spaces and Nash Equilibria in Continuous Zero-Sum Games}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2016},
  url = {https://nips.cc/virtual/2016/poster/7085},
}

@inproceedings{neurips2018_policy_57515,
  title = {{Policy Regret in Repeated Games}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11650},
}

@inproceedings{neurips2019_efficient_58196,
  title = {{Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/14526},
}

@inproceedings{neurips2020_a_59279,
  title = {{A Tight Lower Bound and Efficient Reduction for Swap Regret}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18277},
}

@inproceedings{neurips2021_last_61624,
  title = {{Last-iterate Convergence in Extensive-Form Games}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26253},
}

@inproceedings{aaai2024_learning_6469,
  title = {{Learning Not to Regret}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29443},
}

@inproceedings{icml2023_regret_41999,
  title = {{Regret Minimization and Convergence to Equilibria in General-sum Markov Games}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/25081},
}

@inproceedings{neurips2019_strategizing_59030,
  title = {{Strategizing against No-regret Learners}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13218},
}

@inproceedings{neurips2023_polynomial_68631,
  title = {{Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71207},
}

@inproceedings{neurips2023_regret_69413,
  title = {{Regret Matching+: (In)Stability and Fast Convergence in Games}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70496},
}

@inproceedings{neurips2024_convergence_71055,
  title = {{Convergence of No-Swap-Regret Dynamics in Self-Play}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96155},
}

@inproceedings{neurips2024_efficient_72967,
  title = {{Efficient \$Phi\$-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94446},
}

@inproceedings{neurips2025_optimism_80026,
  title = {{Optimism Without Regularization: Constant Regret in Zero-Sum Games}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=vLUW0OZGWD},
}

@inproceedings{icml2025_best_48410,
  title = {{Best of Both Worlds: Regret Minimization versus Minimax Play}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44207},
}

@inproceedings{icml2026_revisiting_52808,
  title = {{Revisiting the Bertrand Paradox via Equilibrium Analysis of No-regret Learners}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=ZEP68RaUeR},
}

@inproceedings{neurips2025_comparator_79645,
  title = {{Comparator-Adaptive \$Phi\$-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=rSsc9uCVBl},
}

@inproceedings{iclr2025_last_81788,
  title = {{Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29992},
}

@inproceedings{iclr2025_on_83166,
  title = {{On the Convergence of No-Regret Dynamics in Information Retrieval Games with Proportional Ranking Functions}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28641},
}

@inproceedings{iclr2026_convergence_85434,
  title = {{Convergence of Regret Matching in Potential Games and Constrained Optimization}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=EOV1q1U23N},
}

@inproceedings{iclr2026_faster_85895,
  title = {{Faster Parameter-Free Regret Matching Algorithms}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=JLllvi7dsg},
}

@inproceedings{neurips2026_exact_95580,
  title = {{Exact-Form Regret and Conservative Correlated Equilibria}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/153876},
}