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Game AI

511 directly classified papers

Papers per year

Papers

Individual Reward Assisted Multi-Agent Reinforcement Learning ICML 2022
Creating Interactive Crowds with Reinforcement Learning AAAI 2022
Revisiting the Roles of “Text” in Text Games EMNLP 2022
Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning AAAI 2022
Goal-oriented Vision-and-Dialog Navigation via Reinforcement Learning EMNLP 2022
PLM-based World Models for Text-based Games EMNLP 2022
PantheonRL: A MARL Library for Dynamic Training Interactions AAAI 2022
Chess as a Testbed for Language Model State Tracking AAAI 2022
Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium NIPS 2022
AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning AAAI 2022
DiffG-RL: Leveraging Difference between Environment State and Common Sense EMNLP 2022
Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning AAAI 2022
Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning AAAI 2022
Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing AAAI 2022
Near-Optimal Learning of Extensive-Form Games with Imperfect Information ICML 2022
Evolving Curricula with Regret-Based Environment Design ICML 2022
OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control AAAI 2022
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator EMNLP 2022
CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning NAACL 2022
PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation COLING 2022
Provably Efficient Policy Optimization for Two-Player Zero-Sum Markov Games AISTATS 2022
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning IJCAI 2022
Modeling Strong and Human-Like Gameplay with KL-Regularized Search ICML 2022
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ACL 2022
A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits AISTATS 2022