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Game AI

511 directly classified papers

Papers per year

Papers

Mechanism Design for Facility Location Problems: A Survey IJCAI 2021
Learning Knowledge Graph-based World Models of Textual Environments NIPS 2021
Neural Auto-Curricula in Two-Player Zero-Sum Games NIPS 2021
There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning NIPS 2021
Exploiting Opponents Under Utility Constraints in Sequential Games NIPS 2021
Solving Common-Payoff Games with Approximate Policy Iteration AAAI 2021
Augmenting Policy Learning with Routines Discovered from a Single Demonstration AAAI 2021
Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory AAAI 2021
Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search AAAI 2021
Single Player Monte-Carlo Tree Search Based on the Plackett-Luce Model AAAI 2021
Applied Machine Learning for Games: A Graduate School Course AAAI 2021
Solving JumpIN’ Using Zero-Dependency Reinforcement Learning (Student Abstract) AAAI 2021
A Data-Driven Approach for Gin Rummy Hand Evaluation AAAI 2021
A Deterministic Neural Network Approach to Playing Gin Rummy AAAI 2021
A Highly-Parameterized Ensemble to Play Gin Rummy AAAI 2021
DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding AAAI 2021
Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management AAAI 2021
Regularized Softmax Deep Multi-Agent Q-Learning NIPS 2021
Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization NIPS 2021
MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative Tasks IJCAI 2021
ChainerRL: A Deep Reinforcement Learning Library JMLR 2021
Solving Graph-based Public Goods Games with Tree Search and Imitation Learning NIPS 2021
Deep Reinforcement Learning for Navigation in AAA Video Games IJCAI 2021
Multi-Agent Reinforcement Learning for Automated Peer-to-Peer Energy Trading in Double-Side Auction Market IJCAI 2021
Combining Tree Search and Action Prediction for State-of-the-Art Performance in DouDiZhu IJCAI 2021