Game AI

Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents AAAI 2022 FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning NeurIPS 2022 Goal-oriented Vision-and-Dialog Navigation via Reinforcement Learning EMNLP 2022 GriddlyJS: A Web IDE for Reinforcement Learning NeurIPS 2022 Grounded Reinforcement Learning: Learning to Win the Game under Human Commands NeurIPS 2022 Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning NeurIPS 2022 Individual Reward Assisted Multi-Agent Reinforcement Learning ICML 2022 Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator EMNLP 2022 JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning IJCAI 2022 Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game NeurIPS 2022 Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning ACML 2022 Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing AAAI 2022 Learning to Follow Instructions in Text-Based Games NeurIPS 2022 Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium NeurIPS 2022 Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning NeurIPS 2022 Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning AAAI 2022 Ludus: An Optimization Framework to Balance Auto Battler Cards AAAI 2022 MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer ICML 2022 MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control NeurIPS 2022 MCS: An In-battle Commentary System for MOBA Games COLING 2022 Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning NeurIPS 2022 Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model NeurIPS 2022 Modeling Strong and Human-Like Gameplay with KL-Regularized Search ICML 2022 Multi-armed Bandit Algorithm against Strategic Replication AISTATS 2022 Multi-Critic Actor Learning: Teaching RL Policies to Act with Style ICLR 2022