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| Playing Hex and Counter Wargames using Reinforcement Learning and Recurrent Neural Networks | Feb 19, 2025 | Board GamesDecision Making | CodeCode Available | 0 | 5 |
| Reinforcement Learning | May 29, 2020 | Autonomous VehiclesBoard Games | CodeCode Available | 0 | 5 |
| ReZero: Boosting MCTS-based Algorithms by Backward-view and Entire-buffer Reanalyze | Apr 25, 2024 | Board GamesDecision Making | CodeCode Available | 0 | 5 |
| RLCard: A Toolkit for Reinforcement Learning in Card Games | Oct 10, 2019 | Board GamesCard Games | CodeCode Available | 0 | 5 |
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| Solving Royal Game of Ur Using Reinforcement Learning | Aug 23, 2022 | Board Gamesreinforcement-learning | CodeCode Available | 0 | 5 |
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| State Representation and Polyomino Placement for the Game Patchwork | Jan 13, 2020 | Board Games | CodeCode Available | 0 | 5 |
| The Text-Based Adventure AI Competition | Aug 3, 2018 | Board GamesNatural Language Understanding | CodeCode Available | 0 | 5 |
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| Interpreting the Learned Model in MuZero Planning | Nov 7, 2024 | Atari GamesBoard Games | —Unverified | 0 | 0 |
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| Learning Policies from Self-Play with Policy Gradients and MCTS Value Estimates | May 14, 2019 | Board Games | —Unverified | 0 | 0 |
| Learning Self-Game-Play Agents for Combinatorial Optimization Problems | Mar 8, 2019 | Atari GamesBoard Games | —Unverified | 0 | 0 |
| Learning to Play 7 Wonders Duel Without Human Supervision | Jun 2, 2024 | Board Gamesreinforcement-learning | —Unverified | 0 | 0 |
| Collaborative Agent Gameplay in the Pandemic Board Game | Mar 21, 2021 | Board Games | —Unverified | 0 | 0 |
| Learning to Shoot in First Person Shooter Games by Stabilizing Actions and Clustering Rewards for Reinforcement Learning | Jun 13, 2018 | Board GamesClustering | —Unverified | 0 | 0 |
| SPIN-Bench: How Well Do LLMs Plan Strategically and Reason Socially? | Mar 16, 2025 | Board GamesCard Games | —Unverified | 0 | 0 |
| Adaptive Warm-Start MCTS in AlphaZero-like Deep Reinforcement Learning | May 13, 2021 | Board GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Machine Learning with Guarantees using Descriptive Complexity and SMT Solvers | Sep 9, 2016 | BIG-bench Machine LearningBoard Games | —Unverified | 0 | 0 |
| Building Machines That Learn and Think Like People | Apr 1, 2016 | Board GamesObject Recognition | —Unverified | 0 | 0 |
| Mastering Board Games by External and Internal Planning with Language Models | Dec 2, 2024 | Board GamesLanguage Modeling | —Unverified | 0 | 0 |
| Xiangqi-R1: Enhancing Spatial Strategic Reasoning in LLMs for Chinese Chess via Reinforcement Learning | Jul 16, 2025 | Board Games | —Unverified | 0 | 0 |