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Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Learning Structural Weight Uncertainty for Sequential Decision-Making AISTATS 2018
Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018
FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR 2018
Learning Deep Sketch Abstraction CVPR 2018
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018
Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control AISTATS 2018
Robust Locally-Linear Controllable Embedding AISTATS 2018
Regret Minimization for Partially Observable Deep Reinforcement Learning ICML 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor ICML 2018
Visualizing and Understanding Atari Agents ICML 2018
Clipped Action Policy Gradient ICML 2018
Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning ICML 2018
Practical Contextual Bandits with Regression Oracles ICML 2018
Beyond the One-Step Greedy Approach in Reinforcement Learning ICML 2018
Learning What Information to Give in Partially Observed Domains CORL 2018
Sim-to-Real Reinforcement Learning for Deformable Object Manipulation CORL 2018
Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation CORL 2018
Token-level and sequence-level loss smoothing for RNN language models ACL 2018
Sim-to-Real Transfer with Neural-Augmented Robot Simulation CORL 2018
ROBOTURK: A Crowdsourcing Platform for Robotic Skill Learning through Imitation CORL 2018
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018
Toward Diverse Text Generation with Inverse Reinforcement Learning IJCAI 2018
Jumper: Learning When to Make Classification Decision in Reading IJCAI 2018
Reinforced Mnemonic Reader for Machine Reading Comprehension IJCAI 2018