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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

Monotonic Robust Policy Optimization with Model Discrepancy ICML 2021
Leveraging on Deep Reinforcement Learning for Autonomous Safe Decision-Making in Highway On-ramp Merging (Student Abstract) AAAI 2021
DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning AAAI 2021
MushroomRL: Simplifying Reinforcement Learning Research JMLR 2021
ChainerRL: A Deep Reinforcement Learning Library JMLR 2021
NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL NIPS 2021
Habitat 2.0: Training Home Assistants to Rearrange their Habitat NIPS 2021
Online 3D Bin Packing with Constrained Deep Reinforcement Learning AAAI 2021
Hierarchical Reinforcement Learning for Integrated Recommendation AAAI 2021
Reinforcement Learning of Sequential Price Mechanisms AAAI 2021
Solving Common-Payoff Games with Approximate Policy Iteration AAAI 2021
The Value-Improvement Path: Towards Better Representations for Reinforcement Learning AAAI 2021
Deep Bayesian Quadrature Policy Optimization AAAI 2021
Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control AAAI 2021
Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy EMNLP 2021
SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition AAAI 2021
Scheduling of Time-Varying Workloads Using Reinforcement Learning AAAI 2021
Hierarchical Neural Dynamic Policies RSS 2021
Alohamora: Reviving HTTP/2 Push and Preload by Adapting Policies On the Fly NSDI 2021
Redundancy Resolution as Action Bias in Policy Search for Robotic Manipulation CORL 2021
Learning the Non-Differentiable Optimization for Blind Super-Resolution CVPR 2021
Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild CVPR 2021
Predicting Human Scanpaths in Visual Question Answering CVPR 2021
Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach CVPR 2021
Combining Semantic Guidance and Deep Reinforcement Learning for Generating Human Level Paintings CVPR 2021