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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement IJCAI 2018
Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018
StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018
Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid IJCAI 2018
Keeping in Touch with Collaborative UAVs: A Deep Reinforcement Learning Approach IJCAI 2018
Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018
Egocentric Activity Recognition on a Budget CVPR 2018
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018
Reinforcement Cutting-Agent Learning for Video Object Segmentation CVPR 2018
Structured Control Nets for Deep Reinforcement Learning ICML 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning ICML 2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning ICML 2018
Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? ICML 2018
Hierarchical Imitation and Reinforcement Learning ICML 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor ICML 2018
Spotlight: Optimizing Device Placement for Training Deep Neural Networks ICML 2018
Synthesizing Programs for Images using Reinforced Adversarial Learning ICML 2018
Total stochastic gradient algorithms and applications in reinforcement learning NIPS 2018
Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices NIPS 2018
Temporal Regularization for Markov Decision Process NIPS 2018
Active Matting NIPS 2018
Deep Reinforcement Learning of Marked Temporal Point Processes NIPS 2018
Transfer of Deep Reactive Policies for MDP Planning NIPS 2018
Iterative Value-Aware Model Learning NIPS 2018
Online Robust Policy Learning in the Presence of Unknown Adversaries NIPS 2018