Automated Planning

• Playing Atari with Deep Reinforcement Learning
• In Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models
• A3C: Asynchronous Methods for Deep Reinforcement Learning
• Neural Episodic Control
• Stochastic Neural Networks for Hierarchical Reinforcement Learning
• Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics
• Programmable Agents
• Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning
• Learning how to Active Learn:A Deep Reinforcement Learning Approach
• Reinforced Video Captioning with Entailment Rewards