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Game AI

511 directly classified papers

Papers per year

Papers

Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning ACML 2022
RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation WACV 2022
Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning COLING 2022
Revisiting the Roles of “Text” in Text Games EMNLP 2022
Goal-oriented Vision-and-Dialog Navigation via Reinforcement Learning EMNLP 2022
PLM-based World Models for Text-based Games EMNLP 2022
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ACL 2022
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning NIPS 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game NIPS 2022
PerfectDou: Dominating DouDizhu with Perfect Information Distillation NIPS 2022
Proximal Learning With Opponent-Learning Awareness NIPS 2022
MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control NIPS 2022
When are Offline Two-Player Zero-Sum Markov Games Solvable? NIPS 2022
Multi-Game Decision Transformers 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
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
Near-Optimal Learning of Extensive-Form Games with Imperfect Information ICML 2022
UCSM-DNN: User and Card Style Modeling with Deep Neural Networks for Personalized Game AI AAAI 2022
Policy Optimization for Markov Games: Unified Framework and Faster Convergence NIPS 2022
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games NIPS 2022
Deep Surrogate Assisted Generation of Environments NIPS 2022
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning IJCAI 2022
Search-Based Testing of Reinforcement Learning IJCAI 2022
Data Augmentation for Learning to Play in Text-Based Games IJCAI 2022