← Keywords

policy gradient

518 papers

Explore in graph

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

Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting ACL 2018
Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing ACL 2018
Learning Abstract Options NIPS 2018
A Study of Reinforcement Learning for Neural Machine Translation EMNLP 2018
BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018
Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing NIPS 2018
Evolved Policy Gradients NIPS 2018
Learning Unmanned Aerial Vehicle Control for Autonomous Target Following IJCAI 2018
Evolution-Guided Policy Gradient in Reinforcement Learning NIPS 2018
Credit Assignment For Collective Multiagent RL With Global Rewards NIPS 2018
Reinforcement Learning for Solving the Vehicle Routing Problem NIPS 2018
Policy Gradient With Value Function Approximation For Collective Multiagent Planning NIPS 2017
Adversarial Ranking for Language Generation NIPS 2017
Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction ICML 2017
End-to-End Differentiable Adversarial Imitation Learning ICML 2017
Learning to Skim Text ACL 2017
Self-Critical Sequence Training for Image Captioning CVPR 2017
Trainable Greedy Decoding for Neural Machine Translation EMNLP 2017
Reinforced Video Captioning with Entailment Rewards EMNLP 2017
Extending Model-based Policy Gradients for Robots in Heteroscedastic Environments CORL 2017
End-to-end optimization of goal-driven and visually grounded dialogue systems IJCAI 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments NIPS 2017
Cold-Start Reinforcement Learning with Softmax Policy Gradient NIPS 2017
The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously CORL 2017
Uncertainty-driven Imagination for Continuous Deep Reinforcement Learning CORL 2017