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Game AI

511 papers

Papers per year

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3
67
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Papers

Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning ACML 2022
AIIR-MIX: Multi-Agent Reinforcement Learning Meets Attention Individual Intrinsic Reward Mixing Network ACML 2022
Multi-armed Bandit Algorithm against Strategic Replication AISTATS 2022
Provably Efficient Policy Optimization for Two-Player Zero-Sum Markov Games AISTATS 2022
A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits AISTATS 2022
Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning COLING 2022
PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation COLING 2022
MCS: An In-battle Commentary System for MOBA Games COLING 2022
PLM-based World Models for Text-based Games EMNLP 2022
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator EMNLP 2022
DiffG-RL: Leveraging Difference between Environment State and Common Sense EMNLP 2022
Goal-oriented Vision-and-Dialog Navigation via Reinforcement Learning EMNLP 2022
Revisiting the Roles of “Text” in Text Games EMNLP 2022
Near-Optimal Learning of Extensive-Form Games with Imperfect Information ICML 2022
Modeling Strong and Human-Like Gameplay with KL-Regularized Search ICML 2022
MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer ICML 2022
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games ICML 2022
Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games ICML 2022
Evolving Curricula with Regret-Based Environment Design ICML 2022
Direct Behavior Specification via Constrained Reinforcement Learning ICML 2022
Individual Reward Assisted Multi-Agent Reinforcement Learning ICML 2022
Efficient Learning for AlphaZero via Path Consistency ICML 2022
Search-Based Testing of Reinforcement Learning IJCAI 2022
Data Augmentation for Learning to Play in Text-Based Games IJCAI 2022
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning IJCAI 2022