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Game AI

511 directly classified papers

Papers per year

Papers

Boosting Offline Reinforcement Learning with Residual Generative Modeling IJCAI 2021
ME-MCTS: Online Generalization by Combining Multiple Value Estimators IJCAI 2021
Domain-Specific Multi-Agent Dialog Policy Learning in Multi-Domain Task-Oriented Scenarios INTERSPEECH 2021
Reinforcement Learning for Mean Field Games with Strategic Complementarities AISTATS 2021
ELLA: Exploration through Learned Language Abstraction NIPS 2021
Competitive policy optimization UAI 2021
DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems AAAI 2021
Fourier Bases for Solving Permutation Puzzles AISTATS 2021
Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability NIPS 2021
Subgame solving without common knowledge NIPS 2021
SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II ICML 2021
Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time ICML 2021
Reinforcement Learning for Molecular Design Guided by Quantum Mechanics ICML 2020
Real World Games Look Like Spinning Tops NIPS 2020
Keep CALM and Explore: Language Models for Action Generation in Text-based Games EMNLP 2020
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning EMNLP 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020
LeDeepChef Deep Reinforcement Learning Agent for Families of Text-Based Games AAAI 2020
Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games AAAI 2020
Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence AAAI 2020
Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning AAAI 2020
Mastering Complex Control in MOBA Games with Deep Reinforcement Learning AAAI 2020
Google Research Football: A Novel Reinforcement Learning Environment AAAI 2020
Algorithmic Improvements for Deep Reinforcement Learning Applied to Interactive Fiction AAAI 2020
Deep Reinforcement Learning for General Game Playing AAAI 2020