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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

Stable-Baselines3: Reliable Reinforcement Learning Implementations JMLR 2021
Extending Policy Shaping to Continuous State Spaces (Student Abstract) AAAI 2021
On-Policy Deep Reinforcement Learning for the Average-Reward Criterion ICML 2021
SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II ICML 2021
Neuro-algorithmic Policies Enable Fast Combinatorial Generalization ICML 2021
Taylor Expansion of Discount Factors ICML 2021
TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL ICML 2021
Decoupling Value and Policy for Generalization in Reinforcement Learning ICML 2021
Weakly Supervised Deep Reinforcement Learning for Video Summarization With Semantically Meaningful Reward WACV 2021
Alohamora: Reviving HTTP/2 Push and Preload by Adapting Policies On the Fly NSDI 2021
Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement Learning CVPR 2021
Combining Semantic Guidance and Deep Reinforcement Learning for Generating Human Level Paintings CVPR 2021
Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach CVPR 2021
Predicting Human Scanpaths in Visual Question Answering CVPR 2021
Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild CVPR 2021
Learning the Non-Differentiable Optimization for Blind Super-Resolution CVPR 2021
Formal verification of neural networks for safety-critical tasks in deep reinforcement learning UAI 2021
Investigating vulnerabilities of deep neural policies UAI 2021
Time-Constrained Multi-Agent Path Finding in Non-Lattice Graphs with Deep Reinforcement Learning ACML 2021
Building Decision Tree for Imbalanced Classification via Deep Reinforcement Learning ACML 2021
Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy EMNLP 2021
Reinforcement Learning of Sequential Price Mechanisms AAAI 2021
Hierarchical Reinforcement Learning for Integrated Recommendation AAAI 2021
Online 3D Bin Packing with Constrained Deep Reinforcement Learning AAAI 2021
Deep Reinforcement Learning Boosted Partial Domain Adaptation IJCAI 2021