Agent Systems

The Effect of Efficient Messaging and Input Variability on Neural-Agent Iterated Language Learning EMNLP 2021 The Importance of Pessimism in Fixed-Dataset Policy Optimization ICLR 2021 The Logical Options Framework ICML 2021 The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning NeurIPS 2021 The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation ICCV 2021 The Value of Information When Deciding What to Learn NeurIPS 2021 Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk EMNLP 2021 Toward robots that learn to summarize their actions in natural language: a set of tasks CoRL 2021 Toward Robust Long Range Policy Transfer AAAI 2021 Towards a Unifying Framework for Formal Theories of Novelty AAAI 2021 Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach EMNLP 2021 Towards mental time travel: a hierarchical memory for reinforcement learning agents NeurIPS 2021 Towards Navigation by Reasoning over Spatial Configurations ACL 2021 Transferable Dialogue Systems and User Simulators ACL 2021 Transferable Persona-Grounded Dialogues via Grounded Minimal Edits EMNLP 2021 TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments AAAI 2021 Turn-Level User Satisfaction Estimation in E-commerce Customer Service ACL 2021 UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2 AAAI 2021 Unanswerable Question Correction in Question Answering over Personal Knowledge Base AAAI 2021 Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble NeurIPS 2021 Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance EMNLP 2021 Unsupervised Skill Discovery with Bottleneck Option Learning ICML 2021 Using Online Planning and Acting to Recover from Cyberattacks on Software-defined Networks AAAI 2021 Using Platform Models for a Guided Explanatory Diagnosis Generation for Mobile Robots IJCAI 2021 Value Alignment Verification ICML 2021