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deep reinforcement learning

903 papers

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Also known as

DEEP RL DRL

Co-occurring keywords

reinforcement learning (4122) policy learning (699) sample efficiency (469) neural network (6616) continuous control (246) multi-agent system (1743) policy gradient (518) policy optimization (630) value function (294) off-policy learning (227)

Papers

Evolution-Guided Policy Gradient in Reinforcement Learning NIPS 2018
Reward learning from human preferences and demonstrations in Atari NIPS 2018
Unsupervised Video Object Segmentation for Deep Reinforcement Learning NIPS 2018
Diversity-Driven Exploration Strategy for Deep Reinforcement Learning NIPS 2018
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents NIPS 2018
REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis NIPS 2018
Hardware Conditioned Policies for Multi-Robot Transfer Learning NIPS 2018
Learning to Navigate in Cities Without a Map NIPS 2018
Fast deep reinforcement learning using online adjustments from the past NIPS 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment NAACL 2018
Mining Evidences for Concept Stock Recommendation NAACL 2018
Interpretable Rationale Augmented Charge Prediction System COLING 2018
A New Concept of Deep Reinforcement Learning based Augmented General Tagging System COLING 2018
Structured Dialogue Policy with Graph Neural Networks COLING 2018
Experience Selection in Deep Reinforcement Learning for Control JMLR 2018
GPU-Accelerated Robotic Simulation for Distributed Reinforcement Learning CORL 2018
Benchmarks for reinforcement learning in mixed-autonomy traffic CORL 2018
Sim-to-Real Reinforcement Learning for Deformable Object Manipulation CORL 2018
Expanding Motor Skills using Relay Networks CORL 2018
SURREAL: Open-Source Reinforcement Learning Framework and Robot Manipulation Benchmark CORL 2018
Sim-to-Real Transfer with Neural-Augmented Robot Simulation CORL 2018
Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning IJCAI 2018
Reinforcement Cutting-Agent Learning for Video Object Segmentation CVPR 2018
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018
Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018