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Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Generalization to New Actions in Reinforcement Learning ICML 2020
Evaluating the Performance of Reinforcement Learning Algorithms ICML 2020
Sub-Goal Trees a Framework for Goal-Based Reinforcement Learning ICML 2020
Double Reinforcement Learning for Efficient and Robust Off-Policy Evaluation ICML 2020
Information Theoretic Model Predictive Q-Learning L4DC 2020
A Duality Approach for Regret Minimization in Average-Award Ergodic Markov Decision Processes L4DC 2020
Hierarchical Decomposition of Nonlinear Dynamics and Control for System Identification and Policy Distillation L4DC 2020
Improving Robustness via Risk Averse Distributional Reinforcement Learning L4DC 2020
Safe non-smooth black-box optimization with application to policy search L4DC 2020
Production-based Cognitive Models as a Test Suite for Reinforcement Learning Algorithms EMNLP 2020
Syntactic and Semantic-driven Learning for Open Information Extraction EMNLP 2020
Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning AACL 2020
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations EMNLP 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation EMNLP 2020
CapWAP: Image Captioning with a Purpose EMNLP 2020
Statistically Efficient Off-Policy Policy Gradients ICML 2020
What can I do here? A Theory of Affordances in Reinforcement Learning ICML 2020
Controlling Overestimation Bias with Truncated Mixture of Continuous Distributional Quantile Critics ICML 2020
Bidirectional Model-based Policy Optimization ICML 2020
Learning Task-Driven Control Policies via Information Bottlenecks RSS 2020
Scaling data-driven robotics with reward sketching and batch reinforcement learning RSS 2020
Latent Belief Space Motion Planning under Cost, Dynamics, and Intent Uncertainty RSS 2020
Learning to Manipulate Deformable Objects without Demonstrations RSS 2020
Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning RSS 2020
Deep Drone Acrobatics RSS 2020