% Key papers for Opponent modeling in competitive games (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2017_playing_104450, title = {{Playing FPS Games with Deep Reinforcement Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10827}, } @inproceedings{aaai2020_mastering_102282, title = {{Mastering Complex Control in MOBA Games with Deep Reinforcement Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6144}, } @inproceedings{cvpr2019_diverse_14101, title = {{Diverse Generation for Multi-Agent Sports Games}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{icml2019_bayesian_37177, title = {{Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2019}, url = {https://icml.cc/virtual/2019/poster/3726}, } @inproceedings{icml2019_open_37624, title = {{Open-ended learning in symmetric zero-sum games}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2019}, url = {https://icml.cc/virtual/2019/poster/4161}, } @inproceedings{icml2019_multi_37553, title = {{Multi-Agent Adversarial Inverse Reinforcement Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2019}, url = {https://icml.cc/virtual/2019/poster/3622}, } @inproceedings{aaai2019_hierarchical_100207, title = {{Hierarchical Macro Strategy Model for MOBA Game AI}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3915}, } @inproceedings{aaai2019_deep_100590, title = {{Deep Reinforcement Learning for Green Security Games with Real-Time Information}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3941}, } @inproceedings{aaai2020_deep_100770, title = {{Deep Reinforcement Learning for General Game Playing}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5533}, } @inproceedings{neurips2020_towards_60993, title = {{Towards Playing Full MOBA Games with Deep Reinforcement Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/17137}, } @inproceedings{aaai2020_improving_102710, title = {{Improving Policies via Search in Cooperative Partially Observable Games}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6208}, } @inproceedings{neurips2018_re_57548, title = {{Re-evaluating evaluation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11330}, } @inproceedings{neurips2018_depth_57026, title = {{Depth-Limited Solving for Imperfect-Information Games}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11736}, } @inproceedings{aaai2016_emergence_105149, title = {{Emergence of Social Punishment and Cooperation through Prior Commitments}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10120}, } @inproceedings{icml2021_scc_39902, title = {{SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/9579}, } @inproceedings{aaai2024_approximating_5201, title = {{Approximating the Shapley Value without Marginal Contributions}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29225}, } @inproceedings{icml2021_douzero_39268, title = {{DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/8445}, } @inproceedings{aaai2022_q_2600, title = {{Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/08806-q-ball-modeling-basketball-games-using-deep-reinforcement-learning/}, } @inproceedings{aaai2019_combo_100177, title = {{Combo-Action: Training Agent For FPS Game with Auxiliary Tasks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3885}, } @inproceedings{aaai2020_accelerating_100281, title = {{Accelerating and Improving AlphaZero Using Population Based Training}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5454}, } @inproceedings{aaai2024_responsibility_7123, title = {{Responsibility in Extensive Form Games}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29968}, } @inproceedings{neurips2024_learning_70230, title = {{Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96856}, } @inproceedings{aaai2024_memory_6622, title = {{Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29688}, } @inproceedings{iclr2025_advantage_82086, title = {{Advantage Alignment Algorithms}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/29701}, } @inproceedings{aaai2025_learning_9749, title = {{Learning Strategy Representation for Imitation Learning in Multi-Agent Games}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33998}, } @inproceedings{aaai2025_strategic_10848, title = {{Strategic Network Creation for Enabling Greedy Routing}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33488}, } @inproceedings{aaai2025_the_10984, title = {{The Partially Observable Off-Switch Game}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34940}, } @inproceedings{icml2024_fast_43756, title = {{Fast Peer Adaptation with Context-aware Exploration}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34696}, } @inproceedings{icml2024_mastering_44461, title = {{Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33991}, } @inproceedings{icml2024_configurable_44498, title = {{Configurable Mirror Descent: Towards a Unification of Decision Making}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33954}, } @inproceedings{neurips2024_safe_72102, title = {{Safe Exploitative Play with Untrusted Type Beliefs}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95226}, } @inproceedings{neurips2024_transformers_73960, title = {{Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93552}, } @inproceedings{neurips2025_evaluating_77744, title = {{Evaluating LLMs in Open-Source Games}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=X9SNL203cV}, } @inproceedings{iclr2026_look_86253, title = {{Look-ahead Reasoning with a Learned Model in Imperfect Information Games}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=NnBbr4hI8a}, } @inproceedings{neurips2026_differentiable_89794, title = {{Differentiable Belief-based Opponent Shaping}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/poster/154944}, } @inproceedings{neurips2026_the_91932, title = {{The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/poster/151513}, } @inproceedings{aaai2026_elementarynet_106414, title = {{ElementaryNet: A Non-Strategic Neural Network for Predicting Human Behavior in Normal-Form Games}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38721}, } @inproceedings{aaai2026_enhancing_106684, title = {{Enhancing Strategy Logic with Procedural Rationality}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38991}, } @inproceedings{neurips2024_feint_70928, title = {{Feint Behaviors and Strategies: Formalization, Implementation and Evaluation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96274}, }