Methods

Hierarchical Reinforcement Learning for Pedagogical Policy Induction (Extended Abstract) IJCAI 2020 High Acceleration Reinforcement Learning for Real-World Juggling with Binary Rewards CoRL 2020 High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization NeurIPS 2020 High-Throughput Synchronous Deep RL NeurIPS 2020 History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms ICML 2020 How do fair decisions fare in long-term qualification? NeurIPS 2020 How Should an Agent Practice? AAAI 2020 How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization NeurIPS 2020 Human-centric dialog training via offline reinforcement learning EMNLP 2020 Hybrid Learning for Multi-agent Cooperation with Sub-optimal Demonstrations IJCAI 2020 I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning IJCAI 2020 I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations IJCAI 2020 Imitation Learning via Off-Policy Distribution Matching ICLR 2020 IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks ICLR 2020 Implementation Matters in Deep RL: A Case Study on PPO and TRPO ICLR 2020 Implicit Distributional Reinforcement Learning NeurIPS 2020 Implicit Generative Modeling for Efficient Exploration ICML 2020 Importance Sampling Techniques for Policy Optimization JMLR 2020 Improving Generalization in Meta Reinforcement Learning using Learned Objectives ICLR 2020 Improving Generalization in Reinforcement Learning with Mixture Regularization NeurIPS 2020 Improving Neural Relation Extraction with Positive and Unlabeled Learning AAAI 2020 Improving Policies via Search in Cooperative Partially Observable Games AAAI 2020 Improving Tandem Mass Spectra Analysis with Hierarchical Learning IJCAI 2020 Incorporating Stylistic Lexical Preferences in Generative Language Models EMNLP 2020 Incremental Text to Speech for Neural Sequence-to-Sequence Models Using Reinforcement Learning Interspeech 2020