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Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Variational Inference MPC for Bayesian Model-based Reinforcement Learning CORL 2019
Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real CORL 2019
Representation Learning on Graphs: A Reinforcement Learning Application AISTATS 2019
Optimizing over a Restricted Policy Class in MDPs AISTATS 2019
Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective AISTATS 2019
The Termination Critic AISTATS 2019
Distributional reinforcement learning with linear function approximation AISTATS 2019
Risk-Sensitive Generative Adversarial Imitation Learning AISTATS 2019
Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials AISTATS 2019
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification NAACL 2019
Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce NAACL 2019
Variational inference for the multi-armed contextual bandit AISTATS 2018
An Analysis of Categorical Distributional Reinforcement Learning AISTATS 2018
Reward Estimation for Variance Reduction in Deep Reinforcement Learning CORL 2018
Policy Optimization with Demonstrations ICML 2018
Deep Reinforcement Learning in Continuous Action Spaces: a Case Study in the Game of Simulated Curling ICML 2018
Reinforced Co-Training NAACL 2018
Can Neural Machine Translation be Improved with User Feedback? NAACL 2018
Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator ICML 2018
The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML 2018
Programmatically Interpretable Reinforcement Learning ICML 2018
Hierarchical Text Generation and Planning for Strategic Dialogue ICML 2018
Policy Optimization as Wasserstein Gradient Flows ICML 2018
Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning CVPR 2018