Toward negotiable reinforcement learning: shifting priorities in Pareto optimal sequential decision-making Jan 5, 2017 Decision Making Multi-Objective Reinforcement Learning
— Unverified Non-Deterministic Policy Improvement Stabilizes Approximated Reinforcement Learning Dec 22, 2016 Deep Reinforcement Learning reinforcement-learning
— Unverified On the function approximation error for risk-sensitive reinforcement learning Dec 22, 2016 reinforcement-learning Reinforcement Learning
— Unverified First-Person Activity Forecasting with Online Inverse Reinforcement Learning Dec 22, 2016 reinforcement-learning Reinforcement Learning
— Unverified Loss is its own Reward: Self-Supervision for Reinforcement Learning Dec 21, 2016 reinforcement-learning Reinforcement Learning
— Unverified A Survey of Deep Network Solutions for Learning Control in Robotics: From Reinforcement to Imitation Dec 21, 2016 Deep Reinforcement Learning Imitation Learning
Code Code Available Unsupervised Perceptual Rewards for Imitation Learning Dec 20, 2016 Imitation Learning Reinforcement Learning
— Unverified Self-Correcting Models for Model-Based Reinforcement Learning Dec 19, 2016 model Model-based Reinforcement Learning
Code Code Available Sample-efficient Deep Reinforcement Learning for Dialog Control Dec 18, 2016 Deep Reinforcement Learning Policy Gradient Methods
— Unverified Reinforcement Learning Using Quantum Boltzmann Machines Dec 17, 2016 reinforcement-learning Reinforcement Learning
— Unverified Learning to predict where to look in interactive environments using deep recurrent q-learning Dec 17, 2016 Atari Games Q-Learning
— Unverified A User Simulator for Task-Completion Dialogues Dec 17, 2016 reinforcement-learning Reinforcement Learning
Code Code Available An Alternative Softmax Operator for Reinforcement Learning Dec 16, 2016 Decision Making reinforcement-learning
Code Code Available Deep Reinforcement Learning with Successor Features for Navigation across Similar Environments Dec 16, 2016 Deep Reinforcement Learning reinforcement-learning
— Unverified Learning through Dialogue Interactions by Asking Questions Dec 15, 2016 reinforcement-learning Reinforcement Learning
Code Code Available Separation of Concerns in Reinforcement Learning Dec 15, 2016 reinforcement-learning Reinforcement Learning
— Unverified Response to Comment on 'Perceptual Learning Incepted by Decoded fMRI Neurofeedback Without Stimulus Presentation'; How can a decoded neurofeedback method (DecNef) lead to successful reinforcement and visual perceptual learning? Dec 13, 2016 Reinforcement Learning (RL)
— Unverified End-to-End Deep Reinforcement Learning for Lane Keeping Assist Dec 13, 2016 Autonomous Driving Deep Reinforcement Learning
— Unverified Incorporating Human Domain Knowledge into Large Scale Cost Function Learning Dec 13, 2016 Motion Planning reinforcement-learning
— Unverified Online Reinforcement Learning for Real-Time Exploration in Continuous State and Action Markov Decision Processes Dec 12, 2016 regression Reinforcement Learning
— Unverified PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning Dec 12, 2016 6D Pose Estimation using RGB Pose Estimation
— Unverified Learning to Drive using Inverse Reinforcement Learning and Deep Q-Networks Dec 12, 2016 Autonomous Driving reinforcement-learning
— Unverified Reinforcement Learning With Temporal Logic Rewards Dec 11, 2016 reinforcement-learning Reinforcement Learning
— Unverified Towards deep learning with spiking neurons in energy based models with contrastive Hebbian plasticity Dec 9, 2016 Deep Learning General Classification
— Unverified Towards Information-Seeking Agents Dec 8, 2016 reinforcement-learning Reinforcement Learning
— Unverified Stochastic Primal-Dual Methods and Sample Complexity of Reinforcement Learning Dec 8, 2016 reinforcement-learning Reinforcement Learning
— Unverified Hierarchy through Composition with Linearly Solvable Markov Decision Processes Dec 8, 2016 reinforcement-learning Reinforcement Learning
— Unverified Cryptocurrency Portfolio Management with Deep Reinforcement Learning Dec 5, 2016 Decision Making Deep Reinforcement Learning
Code Code Available Learning to superoptimize programs - Workshop Version Dec 4, 2016 reinforcement-learning Reinforcement Learning
— Unverified Deep Learning of Robotic Tasks without a Simulator using Strong and Weak Human Supervision Dec 4, 2016 Imitation Learning reinforcement-learning
— Unverified Self-critical Sequence Training for Image Captioning Dec 2, 2016 Image Captioning Policy Gradient Methods
Code Code Available Showing versus doing: Teaching by demonstration Dec 1, 2016 reinforcement-learning Reinforcement Learning
— Unverified Adaptive optimal training of animal behavior Dec 1, 2016 Experimental Design reinforcement-learning
— Unverified Linear Feature Encoding for Reinforcement Learning Dec 1, 2016 Deep Reinforcement Learning reinforcement-learning
— Unverified Bayesian Optimization with Robust Bayesian Neural Networks Dec 1, 2016 Bayesian Optimization Deep Reinforcement Learning
Code Code Available Bootstrapping incremental dialogue systems: using linguistic knowledge to learn from minimal data Dec 1, 2016 Dialogue Management Management
— Unverified Playing Doom with SLAM-Augmented Deep Reinforcement Learning Dec 1, 2016 Deep Reinforcement Learning object-detection
Code Code Available Generalizing Skills with Semi-Supervised Reinforcement Learning Dec 1, 2016 Deep Reinforcement Learning reinforcement-learning
— Unverified Exploration for Multi-task Reinforcement Learning with Deep Generative Models Nov 29, 2016 reinforcement-learning Reinforcement Learning
— Unverified Dialogue Learning With Human-In-The-Loop Nov 29, 2016 Question Answering reinforcement-learning
Code Code Available Neural Combinatorial Optimization with Reinforcement Learning Nov 29, 2016 Combinatorial Optimization reinforcement-learning
Code Code Available Nonparametric General Reinforcement Learning Nov 28, 2016 General Reinforcement Learning reinforcement-learning
— Unverified Learning to Compose Words into Sentences with Reinforcement Learning Nov 28, 2016 reinforcement-learning Reinforcement Learning
— Unverified Improving Policy Gradient by Exploring Under-appreciated Rewards Nov 28, 2016 Reinforcement Learning Reinforcement Learning (RL)
— Unverified Deep Reinforcement Learning for Multi-Domain Dialogue Systems Nov 26, 2016 Deep Reinforcement Learning reinforcement-learning
Code Code Available Training an Interactive Humanoid Robot Using Multimodal Deep Reinforcement Learning Nov 26, 2016 Deep Reinforcement Learning reinforcement-learning
Code Code Available A Simple, Fast Diverse Decoding Algorithm for Neural Generation Nov 25, 2016 Abstractive Text Summarization Diversity
Code Code Available Multiscale Inverse Reinforcement Learning using Diffusion Wavelets Nov 24, 2016 reinforcement-learning Reinforcement Learning
— Unverified Recurrent Attention Models for Depth-Based Person Identification Nov 22, 2016 Person Identification reinforcement-learning
— Unverified Variational Intrinsic Control Nov 22, 2016 Reinforcement Learning Reinforcement Learning (RL)
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