Agent Systems

Argumentation Frameworks with Strong and Weak Constraints: Semantics and Complexity AAAI 2021 Artificial Intelligence and Machine Learning for Autonomous Agents that Learn to Plan and Operate in Unpredictable Dynamic Environments AAAI 2021 Asking the Right Questions: Learning Interpretable Action Models Through Query Answering AAAI 2021 A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions ALT 2021 Auto-Navigator: Decoupled Neural Architecture Search for Visual Navigation WACV 2021 Auxiliary Tasks and Exploration Enable ObjectGoal Navigation ICCV 2021 Backdoor DNFs IJCAI 2021 BEHAVIOR: Benchmark for Everyday Household Activities in Virtual, Interactive, and Ecological Environments CoRL 2021 BKT-POMDP: Fast Action Selection for User Skill Modelling over Tasks with Multiple Skills IJCAI 2021 Black-Box Control for Linear Dynamical Systems COLT 2021 Bootstrapping a Music Voice Assistant with Weak Supervision NAACL 2021 Bootstrapping Dialog Models from Human to Human Conversation Logs AAAI 2021 Bot-Adversarial Dialogue for Safe Conversational Agents NAACL 2021 BT Expansion: a Sound and Complete Algorithm for Behavior Planning of Intelligent Robots with Behavior Trees AAAI 2021 CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning ICLR 2021 ChainerRL: A Deep Reinforcement Learning Library JMLR 2021 CLASP: Constrained Latent Shape Projection for Refining Object Shape from Robot Contact CoRL 2021 Clinical Trial of an AI-Augmented Intervention for HIV Prevention in Youth Experiencing Homelessness AAAI 2021 Co-Design of Communication and Machine Inference for Cloud Robotics RSS 2021 Co-evolution of language and agents in referential games EACL 2021 Communication in Multi-Agent Reinforcement Learning: Intention Sharing ICLR 2021 Compositional Reinforcement Learning from Logical Specifications NeurIPS 2021 Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking ACL 2021 Continual Lifelong Learning for Intelligent Agents IJCAI 2021 Continuous then discrete: A recommendation for building robotic brains CoRL 2021