Game AI

Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents (Extended Abstract) IJCAI 2018 Reward learning from human preferences and demonstrations in Atari NeurIPS 2018 Self-Imitation Learning ICML 2018 The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning ICLR 2018 Using a Deep Learning Dialogue Research Toolkit in a Multilingual Multidomain Practical Application IJCAI 2018 Visualizing and Understanding Atari Agents ICML 2018 A multi-agent reinforcement learning model of common-pool resource appropriation NeurIPS 2017 An Algorithm for Constructing and Solving Imperfect Recall Abstractions of Large Extensive-Form Games IJCAI 2017 A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning NeurIPS 2017 ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games NeurIPS 2017 Emergent Behaviors in Mixed-Autonomy Traffic CoRL 2017 End-to-end optimization of goal-driven and visually grounded dialogue systems IJCAI 2017 Improving Reinforcement Learning with Confidence-Based Demonstrations IJCAI 2017 Interactive Narrative Personalization with Deep Reinforcement Learning IJCAI 2017 Libratus: The Superhuman AI for No-Limit Poker IJCAI 2017 Multi-Agent Systems of Inverse Reinforcement Learners in Complex Games IJCAI 2017 Off-policy evaluation for slate recommendation NeurIPS 2017 Player Movement Models for Video Game Level Generation IJCAI 2017 Robotic Strategic Behavior in Adversarial Environments IJCAI 2017 Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes NeurIPS 2017 Safe and Nested Subgame Solving for Imperfect-Information Games NeurIPS 2017 Smoothing Method for Approximate Extensive-Form Perfect Equilibrium IJCAI 2017 Stratified Strategy Selection for Unit Control in Real-Time Strategy Games IJCAI 2017 Super-Human AI for Strategic Reasoning: Beating Top Pros in Heads-Up No-Limit Texas Hold'em IJCAI 2017 Tactics of Adversarial Attack on Deep Reinforcement Learning Agents IJCAI 2017