Reinforcement Learning

Algorithmic Improvements for Deep Reinforcement Learning Applied to Interactive Fiction AAAI 2020 AMRL: Aggregated Memory For Reinforcement Learning ICLR 2020 A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits ICML 2020 An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies AAAI 2020 ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments EMNLP 2020 A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning ACML 2020 Attention-Privileged Reinforcement Learning CoRL 2020 Augmenting GAIL with BC for sample efficient imitation learning CoRL 2020 Automatic Curriculum Learning For Deep RL: A Short Survey IJCAI 2020 AvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses AAAI 2020 BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps ACL 2020 Balancing Quality and Human Involvement: An Effective Approach to Interactive Neural Machine Translation AAAI 2020 BAR — A Reinforcement Learning Agent for Bounding-Box Automated Refinement AAAI 2020 Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization AAAI 2020 Better Captioning With Sequence-Level Exploration CVPR 2020 Bidirectional Model-based Policy Optimization ICML 2020 Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020 CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL 2020 Composing Elementary Discourse Units in Abstractive Summarization ACL 2020 Concept2Robot: Learning Manipulation Concepts from Instructions and Human Demonstrations RSS 2020 Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning ICML 2020 Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning AAAI 2020 Count-Based Exploration with the Successor Representation AAAI 2020 Counterfactual Off-Policy Training for Neural Dialogue Generation EMNLP 2020 CURL: Contrastive Unsupervised Representations for Reinforcement Learning ICML 2020