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policy gradient

518 papers

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Also known as

SPG A3C CPGA DPG VPG PG

Co-occurring keywords

reinforcement learning (4122) variance reduction (520) deep reinforcement learning (903) continuous control (246) sample efficiency (469) markov decision process (788) policy optimization (630) sample complexity (1158) off-policy learning (227) multi-agent reinforcement learning (534)

Papers

Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning AISTATS 2020
Actor Critic Deep Reinforcement Learning for Neural Malware Control AAAI 2020
Balancing Learning Speed and Stability in Policy Gradient via Adaptive Exploration AISTATS 2020
Worst Cases Policy Gradients CORL 2019
Exploiting the Sign of the Advantage Function to Learn Deterministic Policies in Continuous Domains IJCAI 2019
ARAML: A Stable Adversarial Training Framework for Text Generation EMNLP 2019
Evaluating Rewards for Question Generation Models NAACL 2019
Trajectory-Based Off-Policy Deep Reinforcement Learning ICML 2019
Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning IJCAI 2019
Natural Option Critic AAAI 2019
Diverse Exploration via Conjugate Policies for Policy Gradient Methods AAAI 2019
Model Learning for Look-Ahead Exploration in Continuous Control AAAI 2019
Reading Like HER: Human Reading Inspired Extractive Summarization IJCNLP 2019
Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies IJCAI 2019
Counterfactual Critic Multi-Agent Training for Scene Graph Generation ICCV 2019
Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient AAAI 2019
Trust Region Evolution Strategies AAAI 2019
Making History Matter: History-Advantage Sequence Training for Visual Dialog ICCV 2019
StartNet: Online Detection of Action Start in Untrimmed Videos ICCV 2019
Reinforcement-based denoising of distantly supervised NER with partial annotation EMNLP 2019
Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019
Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews EMNLP 2019
End-to-end Deep Reinforcement Learning Based Coreference Resolution ACL 2019
Historical Text Normalization with Delayed Rewards ACL 2019
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies ACL 2019