deep reinforcement learning

903 papers

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Also known as

DRQN DEEP RL DDQ DQN DRL DRL NULL DRL OR NULL DQFD RL

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