Agent Systems

Vision-Language Navigation With Random Environmental Mixup ICCV 2021 Visual Learning Towards Soft Robot Force Control using a 3D Metamaterial with Differential Stiffness CoRL 2021 Visual Room Rearrangement CVPR 2021 Voting for the Right Answer: Adversarial Defense for Speaker Verification Interspeech 2021 When Is Generalizable Reinforcement Learning Tractable? NeurIPS 2021 Where2Act: From Pixels to Actions for Articulated 3D Objects ICCV 2021 Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability NeurIPS 2021 Width-based Lookaheads with Learnt Base Policies and Heuristics Over the Atari-2600 Benchmark NeurIPS 2021 You Are the Best Reviewer of Your Own Papers: An Owner-Assisted Scoring Mechanism NeurIPS 2021 AATEAM: Achieving the Ad Hoc Teamwork by Employing the Attention Mechanism AAAI 2020 Action-Conditional Recurrent Kalman Networks For Forward and Inverse Dynamics Learning CoRL 2020 Active Goal Recognition AAAI 2020 Active World Model Learning with Progress Curiosity ICML 2020 Adaptive Exploration in Linear Contextual Bandit AISTATS 2020 Adversarial Fence Patrolling: Non-Uniform Policies for Asymmetric Environments AAAI 2020 A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option AISTATS 2020 Algorithmic Improvements for Deep Reinforcement Learning Applied to Interactive Fiction AAAI 2020 A Markov Decision Process Model for Socio-Economic Systems Impacted by Climate Change ICML 2020 A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits ICML 2020 An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch NeurIPS 2020 An Interactive Adversarial Reward Learning-Based Spoken Language Understanding System Interspeech 2020 An Interactive Visualization Platform for Deep Symbolic Regression IJCAI 2020 An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies AAAI 2020 An Operational Semantics for True Concurrency in BDI Agent Systems AAAI 2020 Apprenticeship Learning via Frank-Wolfe AAAI 2020