Reinforcement Learning

SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning ICML 2021 Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning ICML 2021 Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer ACL 2021 Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation AAAI 2021 The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning NeurIPS 2021 The Successful Ingredients of Policy Gradient Algorithms IJCAI 2021 Transient Non-stationarity and Generalisation in Deep Reinforcement Learning ICLR 2021 Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation EMNLP 2021 Turn-Level User Satisfaction Estimation in E-commerce Customer Service ACL 2021 UCB Momentum Q-learning: Correcting the bias without forgetting ICML 2021 Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach AAAI 2021 Universal Trading for Order Execution with Oracle Policy Distillation AAAI 2021 Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach CVPR 2021 Using Question Answering Rewards to Improve Abstractive Summarization EMNLP 2021 Value-Decomposition Multi-Agent Actor-Critics AAAI 2021 Variance Penalized On-Policy and Off-Policy Actor-Critic AAAI 2021 Video Summarization via Label Distributions Dual-Reward IJCAI 2021 Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images AAAI 2021 XDO: A Double Oracle Algorithm for Extensive-Form Games NeurIPS 2021 Accelerating and Improving AlphaZero Using Population Based Training AAAI 2020 Active Vision for Early Recognition of Human Actions CVPR 2020 Actor Critic Deep Reinforcement Learning for Neural Malware Control AAAI 2020 Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems EMNLP 2020 Adaptive Quantitative Trading: An Imitative Deep Reinforcement Learning Approach AAAI 2020 A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation IJCAI 2020