← Learning Types
Machine Learning › Learning Types ›

Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Asymmetric Actor Critic for Image-Based Robot Learning RSS 2018
Shared Autonomy via Deep Reinforcement Learning RSS 2018
HyP-DESPOT: A Hybrid Parallel Algorithm for Online Planning under Uncertainty RSS 2018
Learning Neural Parsers with Deterministic Differentiable Imitation Learning CORL 2018
Batch Active Preference-Based Learning of Reward Functions CORL 2018
Discourse-Aware Neural Rewards for Coherent Text Generation NAACL 2018
Learning to Collaborate for Question Answering and Asking NAACL 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning NAACL 2018
The Lyapunov Neural Network: Adaptive Stability Certification for Safe Learning of Dynamical Systems CORL 2018
Learning 6-DoF Grasping and Pick-Place Using Attention Focus CORL 2018
Learning End-to-End Goal-Oriented Dialog with Multiple Answers EMNLP 2018
BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018
Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain EMNLP 2018
Curiosity Driven Exploration of Learned Disentangled Goal Spaces CORL 2018
Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems ICML 2018
Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification IJCAI 2018
Model-free, Model-based, and General Intelligence IJCAI 2018
Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018
Multi-modality Sensor Data Classification with Selective Attention IJCAI 2018
Fast Model Identification via Physics Engines for Data-Efficient Policy Search IJCAI 2018
Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018
Planning and Learning with Stochastic Action Sets IJCAI 2018
Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-Sum Objectives IJCAI 2018
Emergency Response Optimization using Online Hybrid Planning IJCAI 2018
Learning to Infer Final Plans in Human Team Planning IJCAI 2018