Agent Systems

Contrastive Active Inference NeurIPS 2021 Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning ICLR 2021 Contrastive Neural Architecture Search With Neural Architecture Comparators CVPR 2021 Control-Aware Representations for Model-based Reinforcement Learning ICLR 2021 Controllable Semantic Parsing via Retrieval Augmentation EMNLP 2021 Controlling Fairness and Bias in Dynamic Learning-to-Rank (Extended Abstract) IJCAI 2021 Conversational Agent for Daily Living Assessment Coaching Demo EACL 2021 Cooperation in Threshold Public Projects with Binary Actions IJCAI 2021 Counterfactual Credit Assignment in Model-Free Reinforcement Learning ICML 2021 CRPO: A New Approach for Safe Reinforcement Learning with Convergence Guarantee ICML 2021 Curriculum Learning for Vision-and-Language Navigation NeurIPS 2021 Data Efficient Algorithms and Interpretability Requirements for Personalized Assessment of Taskable AI Systems IJCAI 2021 Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns AISTATS 2021 Decoupling Value and Policy for Generalization in Reinforcement Learning ICML 2021 Deep Recurrent Belief Propagation Network for POMDPs AAAI 2021 Derivative-Free Policy Optimization for Linear Risk-Sensitive and Robust Control Design: Implicit Regularization and Sample Complexity NeurIPS 2021 Development of Conversational AI for Sleep Coaching Programme EACL 2021 Dex-NeRF: Using a Neural Radiance Field to Grasp Transparent Objects CoRL 2021 Dialog Policy Learning for Joint Clarification and Active Learning Queries AAAI 2021 Differentiable Simulation of Soft Multi-body Systems NeurIPS 2021 Differentiable Trust Region Layers for Deep Reinforcement Learning ICLR 2021 DiffImpact: Differentiable Rendering and Identification of Impact Sounds CoRL 2021 Discovery of Options via Meta-Learned Subgoals NeurIPS 2021 DiSECt: A Differentiable Simulation Engine for Autonomous Robotic Cutting RSS 2021 Diverse Pretrained Context Encodings Improve Document Translation ACL 2021