Policy Learning

Hybrid Reinforcement Learning with Expert State Sequences AAAI 2019 Imitating Latent Policies from Observation ICML 2019 Imitation Learning from Imperfect Demonstration ICML 2019 Imitation Learning from Observation AAAI 2019 Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement NeurIPS 2019 Imitation Learning from Video by Leveraging Proprioception IJCAI 2019 Imitation-Projected Programmatic Reinforcement Learning NeurIPS 2019 Inferring Task Goals and Constraints using Bayesian Nonparametric Inverse Reinforcement Learning CoRL 2019 InfoBot: Transfer and Exploration via the Information Bottleneck ICLR 2019 Interactive Reinforcement Learning with Dynamic Reuse of Prior Knowledge from Human and Agent Demonstrations IJCAI 2019 Interactive Teaching Algorithms for Inverse Reinforcement Learning IJCAI 2019 Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards NeurIPS 2019 Knowledge Base Question Answering with Topic Units IJCAI 2019 Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment ACL 2019 Language as an Abstraction for Hierarchical Deep Reinforcement Learning NeurIPS 2019 Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints NeurIPS 2019 Learning a Prior over Intent via Meta-Inverse Reinforcement Learning ICML 2019 Learning Deep Decentralized Policy Network by Collective Rewards for Real-Time Combat Game IJCAI 2019 Learning Factored Markov Decision Processes with Unawareness UAI 2019 Learning Fairness in Multi-Agent Systems NeurIPS 2019 Learning from a Learner ICML 2019 Learning from Trajectories via Subgoal Discovery NeurIPS 2019 Learning Multi-Level Hierarchies with Hindsight ICLR 2019 Learning Novel Policies For Tasks ICML 2019 Learning Options with Interest Functions AAAI 2019