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Policy Learning

2068 directly classified papers

Papers per year

Papers

Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018
Toward Automatically Measuring Learner Ability from Human-Machine Dialog Interactions using Novel Psychometric Models NAACL 2018
Model-Free Trajectory-based Policy Optimization with Monotonic Improvement JMLR 2018
Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NIPS 2018
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning IJCAI 2018
Jumper: Learning When to Make Classification Decision in Reading IJCAI 2018
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018
Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation IJCAI 2018
Multi-modal Predicate Identification using Dynamically Learned Robot Controllers 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
Goal-HSVI: Heuristic Search Value Iteration for Goal POMDPs IJCAI 2018
Learning to Infer Final Plans in Human Team Planning IJCAI 2018
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making IJCAI 2018
Risk-Aware Active Inverse Reinforcement Learning CORL 2018
Structured Evolution with Compact Architectures for Scalable Policy Optimization ICML 2018
Path Consistency Learning in Tsallis Entropy Regularized MDPs ICML 2018
Mix & Match Agent Curricula for Reinforcement Learning ICML 2018
Beyond the One-Step Greedy Approach in Reinforcement Learning ICML 2018
Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018
Reinforcement Learning with Multiple Experts: A Bayesian Model Combination Approach NIPS 2018
Lifelong Inverse Reinforcement Learning NIPS 2018
Fourier Policy Gradients ICML 2018
Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning ICML 2018