Methods

Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation EMNLP 2020 Never Stop Learning: The Effectiveness of Fine-Tuning in Robotic Reinforcement Learning CoRL 2020 Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning ACL 2020 Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning IJCAI 2020 Non-Crossing Quantile Regression for Distributional Reinforcement Learning NeurIPS 2020 No-regret Exploration in Contextual Reinforcement Learning UAI 2020 No-Regret Exploration in Goal-Oriented Reinforcement Learning ICML 2020 Novelty Search in Representational Space for Sample Efficient Exploration NeurIPS 2020 Objective Mismatch in Model-based Reinforcement Learning L4DC 2020 Object-Oriented Dynamics Learning through Multi-Level Abstraction AAAI 2020 Offline Imitation Learning with a Misspecified Simulator NeurIPS 2020 Off-Policy Actor-Critic with Shared Experience Replay ICML 2020 Off-Policy Evaluation and Learning for External Validity under a Covariate Shift NeurIPS 2020 Off-Policy Evaluation in Partially Observable Environments AAAI 2020 Off-Policy Evaluation via the Regularized Lagrangian NeurIPS 2020 Off-Policy Imitation Learning from Observations NeurIPS 2020 Off-Policy Interval Estimation with Lipschitz Value Iteration NeurIPS 2020 Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding NeurIPS 2020 On Bonus Based Exploration Methods In The Arcade Learning Environment ICLR 2020 On Computation and Generalization of Generative Adversarial Imitation Learning ICLR 2020 One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL NeurIPS 2020 Online Decision Based Visual Tracking via Reinforcement Learning NeurIPS 2020 Online learning with dynamics: A minimax perspective NeurIPS 2020 Online Meta-Critic Learning for Off-Policy Actor-Critic Methods NeurIPS 2020 Only Relevant Information Matters: Filtering Out Noisy Samples To Boost RL IJCAI 2020