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Game AI

511 directly classified papers

Papers per year

Papers

Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023
COOM: A Game Benchmark for Continual Reinforcement Learning NIPS 2023
Classical Simulation of Quantum Circuits: Parallel Environments and Benchmark NIPS 2023
Atari-5: Distilling the Arcade Learning Environment down to Five Games ICML 2023
A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games NIPS 2023
Guarantees for Self-Play in Multiplayer Games via Polymatrix Decomposability NIPS 2023
Katakomba: Tools and Benchmarks for Data-Driven NetHack NIPS 2023
I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons ACL 2023
Convex-Concave Zero-Sum Markov Stackelberg Games NIPS 2023
Behavioral Learning in Security Games: Threat of Multi-Step Manipulative Attacks AAAI 2023
Ludus: An Optimization Framework to Balance Auto Battler Cards AAAI 2022
What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies AAAI 2022
UCSM-DNN: User and Card Style Modeling with Deep Neural Networks for Personalized Game AI AAAI 2022
Approximate Exploitability: Learning a Best Response IJCAI 2022
Efficient Learning for AlphaZero via Path Consistency ICML 2022
Individual Reward Assisted Multi-Agent Reinforcement Learning ICML 2022
Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games ICML 2022
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning IJCAI 2022
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games ICML 2022
MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer ICML 2022
Search-based Reinforcement Learning through Bandit Linear Optimization IJCAI 2022
Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning COLING 2022
PerfectDou: Dominating DouDizhu with Perfect Information Distillation NIPS 2022
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning NIPS 2022
Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning NIPS 2022