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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

Truly Proximal Policy Optimization UAI 2019
Graph Policy Gradients for Large Scale Robot Control CORL 2019
Trajectory-wise Control Variates for Variance Reduction in Policy Gradient Methods CORL 2019
An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient UAI 2019
Non-asymptotic Analysis of Biased Stochastic Approximation Scheme COLT 2019
Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews IJCNLP 2019
ARAML: A Stable Adversarial Training Framework for Text Generation IJCNLP 2019
Data-Anonymous Encoding for Text-to-SQL Generation IJCNLP 2019
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification IJCNLP 2019
Unified Policy Optimization for Robust Reinforcement Learning ACML 2019
AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification EMNLP 2019
Data-Anonymous Encoding for Text-to-SQL Generation EMNLP 2019
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models NAACL 2019
Better, Faster, Stronger Sequence Tagging Constituent Parsers NAACL 2019
Context Dependent Semantic Parsing over Temporally Structured Data NAACL 2019
Towards Coherent and Cohesive Long-form Text Generation NAACL 2019
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation NIPS 2018
Model-Based Reinforcement Learning via Meta-Policy Optimization CORL 2018
Improving Language Modeling with an Adversarial Critic for Automatic Speech Recognition INTERSPEECH 2018
Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling IJCAI 2018
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria JMLR 2018
Jumper: Learning When to Make Classification Decision in Reading IJCAI 2018
Policy Optimization as Wasserstein Gradient Flows ICML 2018