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Game AI

511 directly classified papers

Papers per year

Papers

OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning ICML 2020
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles ICML 2020
Off-Policy Actor-Critic with Shared Experience Replay ICML 2020
Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions ICML 2020
Goal-Oriented Dialogue Policy Learning from Failures AAAI 2019
Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains AAAI 2019
Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI ICML 2019
Regular Boardgames AAAI 2019
Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation ICML 2019
VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition AAAI 2019
Combo-Action: Training Agent For FPS Game with Auxiliary Tasks AAAI 2019
Deep Reinforcement Learning for Green Security Games with Real-Time Information AAAI 2019
Tackling Sparse Rewards in Real-Time Games with Statistical Forward Planning Methods AAAI 2019
Solving Partially Observable Stochastic Games with Public Observations AAAI 2019
Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines AAAI 2019
Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games AAAI 2019
Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments CORL 2019
ELF OpenGo: an analysis and open reimplementation of AlphaZero ICML 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog IJCNLP 2019
Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? IJCAI 2019
Playing Card-Based RTS Games with Deep Reinforcement Learning IJCAI 2019
On Strength Adjustment for MCTS-Based Programs AAAI 2019
Evolving Action Abstractions for Real-Time Planning in Extensive-Form Games AAAI 2019
On Reinforcement Learning for Full-Length Game of StarCraft AAAI 2019
Determinantal Reinforcement Learning AAAI 2019