policy gradient

Taming MAML: Efficient unbiased meta-reinforcement learning ICML 2019 Teaching Machines to Extract Main Content for Machine Reading Comprehension AAAI 2019 Towards Coherent and Cohesive Long-form Text Generation NAACL 2019 Trajectory-Based Off-Policy Deep Reinforcement Learning ICML 2019 Trajectory-wise Control Variates for Variance Reduction in Policy Gradient Methods CoRL 2019 Truly Proximal Policy Optimization UAI 2019 Trust Region Evolution Strategies AAAI 2019 Unified Policy Optimization for Robust Reinforcement Learning ACML 2019 Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines AAAI 2019 Worst Cases Policy Gradients CoRL 2019 WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019 Action-dependent Control Variates for Policy Optimization via Stein Identity ICLR 2018 Addressing Function Approximation Error in Actor-Critic Methods ICML 2018 Adversarial Neural Machine Translation ACML 2018 A Hierarchical Model for Device Placement ICLR 2018 A Lyapunov-based Approach to Safe Reinforcement Learning NeurIPS 2018 An Inference-Based Policy Gradient Method for Learning Options ICML 2018 An Off-policy Policy Gradient Theorem Using Emphatic Weightings NeurIPS 2018 Ask the Right Questions: Active Question Reformulation with Reinforcement Learning ICLR 2018 A Study of Reinforcement Learning for Neural Machine Translation EMNLP 2018 Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018 BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018 Boundary Seeking GANs ICLR 2018 CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization EMNLP 2018 Chinese Grammatical Error Diagnosis Based on Policy Gradient LSTM Model ACL 2018