Reinforcement Learning

Transfer Reinforcement Learning Using Output-Gated Working Memory AAAI 2020 Transfer Value Iteration Networks AAAI 2020 Transparent Intent for Explainable Shared Control in Assistive Robotics IJCAI 2020 Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video AAAI 2020 TriFinger: An Open-Source Robot for Learning Dexterity CoRL 2020 Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets IJCAI 2020 Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions AISTATS 2020 Trust the Model When It Is Confident: Masked Model-based Actor-Critic NeurIPS 2020 UNAS: Differentiable Architecture Search Meets Reinforcement Learning CVPR 2020 Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents AAAI 2020 Uncorrected Least-Squares Temporal Difference with Lambda-Return AAAI 2020 Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling ICML 2020 Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal AAAI 2020 Unknown mixing times in apprenticeship and reinforcement learning UAI 2020 Unpaired Image Enhancement Featuring Reinforcement-Learning-Controlled Image Editing Software AAAI 2020 Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation CVPR 2020 Upper Confidence Primal-Dual Reinforcement Learning for CMDP with Adversarial Loss NeurIPS 2020 Value-driven Hindsight Modelling NeurIPS 2020 Value Preserving State-Action Abstractions AISTATS 2020 Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis NeurIPS 2020 Variance Reduction for Evolution Strategies via Structured Control Variates AISTATS 2020 Variational Adversarial Kernel Learned Imitation Learning AAAI 2020 Variational Imitation Learning with Diverse-quality Demonstrations ICML 2020 Variational Policy Gradient Method for Reinforcement Learning with General Utilities NeurIPS 2020 Variational Recurrent Models for Solving Partially Observable Control Tasks ICLR 2020