Agent Systems

Regret-optimal measurement-feedback control L4DC 2021 Reinforced History Backtracking for Conversational Question Answering AAAI 2021 Reinforcement Learning based Disease Progression Model for Alzheimer’s Disease NeurIPS 2021 Reinforcement Learning of Implicit and Explicit Control Flow Instructions ICML 2021 Reinforcement Learning Under Moral Uncertainty ICML 2021 Reinforcement Learning with State Observation Costs in Action-Contingent Noiselessly Observable Markov Decision Processes NeurIPS 2021 Relative Variational Intrinsic Control AAAI 2021 Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism ICML 2021 [RETRACTED] WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue ACL 2021 Robotic Manipulation with Reinforcement Learning, State Representation Learning, and Imitation Learning (Student Abstract) AAAI 2021 Robots that Help Humans Build Better Mental Models of Robots AAAI 2021 Robust Bandit Learning with Imperfect Context AAAI 2021 Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch NeurIPS 2021 Robustly Learning Composable Options in Deep Reinforcement Learning IJCAI 2021 RobustNav: Towards Benchmarking Robustness in Embodied Navigation ICCV 2021 RoCUS: Robot Controller Understanding via Sampling CoRL 2021 Safe Bayesian Optimisation for Controller Design by Utilising the Parameter Space Approach L4DC 2021 Safe Reinforcement Learning with Natural Language Constraints NeurIPS 2021 Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity ICML 2021 Scene-Intuitive Agent for Remote Embodied Visual Grounding CVPR 2021 Scheduling of Time-Varying Workloads Using Reinforcement Learning AAAI 2021 Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs ACL 2021 Self-Adaptive Swarm System (SASS) IJCAI 2021 Self-Concordant Analysis of Generalized Linear Bandits with Forgetting AISTATS 2021 Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation ICCV 2021