Bridging the Gap Between Value and Policy Based Reinforcement Learning Feb 28, 2017 Q-Learning reinforcement-learning
— Unverified Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Feb 28, 2017 Multi-agent Reinforcement Learning Q-Learning
Code Code Available Neural Map: Structured Memory for Deep Reinforcement Learning Feb 27, 2017 Deep Reinforcement Learning reinforcement-learning
Code Code Available A Dataset for Developing and Benchmarking Active Vision Feb 27, 2017 Benchmarking General Classification
— Unverified Reinforcement Learning with Deep Energy-Based Policies Feb 27, 2017 Q-Learning reinforcement-learning
Code Code Available Learning Control for Air Hockey Striking using Deep Reinforcement Learning Feb 26, 2017 Deep Reinforcement Learning Q-Learning
— Unverified Stochastic Variance Reduction Methods for Policy Evaluation Feb 25, 2017 Reinforcement Learning Reinforcement Learning (RL)
— Unverified Robot gains Social Intelligence through Multimodal Deep Reinforcement Learning Feb 24, 2017 Deep Reinforcement Learning reinforcement-learning
— Unverified Online Meta-learning by Parallel Algorithm Competition Feb 24, 2017 Atari Games Deep Reinforcement Learning
— Unverified Changing Model Behavior at Test-Time Using Reinforcement Learning Feb 24, 2017 BIG-bench Machine Learning Mixture-of-Experts
— Unverified Control of Gene Regulatory Networks with Noisy Measurements and Uncertain Inputs Feb 24, 2017 reinforcement-learning Reinforcement Learning
— Unverified Automatic Representation for Lifetime Value Recommender Systems Feb 23, 2017 Recommendation Systems Reinforcement Learning
— Unverified Data Distillation for Controlling Specificity in Dialogue Generation Feb 22, 2017 Dialogue Generation reinforcement-learning
— Unverified Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing Feb 22, 2017 Dependency Parsing reinforcement-learning
Code Code Available Real-time visual tracking by deep reinforced decision making Feb 21, 2017 Deep Reinforcement Learning Real-Time Visual Tracking
Code Code Available Reinforcement Learning Based Argument Component Detection Feb 21, 2017 General Classification reinforcement-learning
— Unverified Towards a Common Implementation of Reinforcement Learning for Multiple Robotic Tasks Feb 21, 2017 Decision Making reinforcement-learning
Code Code Available Active One-shot Learning Feb 21, 2017 Classification General Classification
Code Code Available Beating the World's Best at Super Smash Bros. with Deep Reinforcement Learning Feb 21, 2017 Atari Games Board Games
Code Code Available Learning to Repeat: Fine Grained Action Repetition for Deep Reinforcement Learning Feb 20, 2017 Car Racing Decision Making
— Unverified Collaborative Deep Reinforcement Learning Feb 19, 2017 Deep Reinforcement Learning Knowledge Distillation
Code Code Available Collaborative Deep Reinforcement Learning for Joint Object Search Feb 18, 2017 Active Object Localization Deep Reinforcement Learning
— Unverified Batch Policy Gradient Methods for Improving Neural Conversation Models Feb 10, 2017 Chatbot Policy Gradient Methods
— Unverified Multi-agent Reinforcement Learning in Sequential Social Dilemmas Feb 10, 2017 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning Feb 10, 2017 reinforcement-learning Reinforcement Learning
Code Code Available Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning Feb 10, 2017 Atari Games Deep Reinforcement Learning
— Unverified Autonomous Braking System via Deep Reinforcement Learning Feb 8, 2017 Deep Reinforcement Learning reinforcement-learning
Code Code Available Semi-Supervised QA with Generative Domain-Adaptive Nets Feb 7, 2017 Domain Adaptation Question Answering
— Unverified Uncertainty-Aware Reinforcement Learning for Collision Avoidance Feb 3, 2017 Collision Avoidance Navigate
— Unverified Deep Reinforcement Learning for Robotic Manipulation-The state of the art Jan 31, 2017 Deep Reinforcement Learning reinforcement-learning
— Unverified Deep Reinforcement Learning for Visual Object Tracking in Videos Jan 31, 2017 Decision Making Deep Reinforcement Learning
— Unverified Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning Jan 30, 2017 Deep Reinforcement Learning reinforcement-learning
— Unverified PathNet: Evolution Channels Gradient Descent in Super Neural Networks Jan 30, 2017 Continual Learning reinforcement-learning
Code Code Available Flow Navigation by Smart Microswimmers via Reinforcement Learning Jan 30, 2017 Navigate reinforcement-learning
— Unverified Reinforcement Learning Algorithm Selection Jan 30, 2017 reinforcement-learning Reinforcement Learning
— Unverified Learning Light Transport the Reinforced Way Jan 25, 2017 reinforcement-learning Reinforcement Learning
Code Code Available Deep Reinforcement Learning: An Overview Jan 25, 2017 Deep Reinforcement Learning Machine Translation
Code Code Available Artificial Intelligence Approaches To UCAV Autonomy Jan 24, 2017 reinforcement-learning Reinforcement Learning
— Unverified Regularizing Neural Networks by Penalizing Confident Output Distributions Jan 23, 2017 General Classification image-classification
Code Code Available Adversarial Learning for Neural Dialogue Generation Jan 23, 2017 Dialogue Evaluation Dialogue Generation
Code Code Available Binary Matrix Guessing Problem Jan 22, 2017 reinforcement-learning Reinforcement Learning
— Unverified Basic protocols in quantum reinforcement learning with superconducting circuits Jan 18, 2017 BIG-bench Machine Learning Quantum Machine Learning
— Unverified Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks Jan 16, 2017 Deep Reinforcement Learning reinforcement-learning
Code Code Available Near Optimal Behavior via Approximate State Abstraction Jan 15, 2017 reinforcement-learning Reinforcement Learning
Code Code Available Agent-Agnostic Human-in-the-Loop Reinforcement Learning Jan 15, 2017 reinforcement-learning Reinforcement Learning
— Unverified Scalable and Incremental Learning of Gaussian Mixture Models Jan 14, 2017 General Classification Incremental Learning
— Unverified Real-Time Bidding by Reinforcement Learning in Display Advertising Jan 10, 2017 reinforcement-learning Reinforcement Learning
Code Code Available Reinforcement Learning via Recurrent Convolutional Neural Networks Jan 9, 2017 Deep Reinforcement Learning reinforcement-learning
Code Code Available Reinforcement Learning based Embodied Agents Modelling Human Users Through Interaction and Multi-Sensory Perception Jan 9, 2017 Reinforcement Learning Reinforcement Learning (RL)
— Unverified A Review of Neural Network Based Machine Learning Approaches for Rotor Angle Stability Control Jan 5, 2017 BIG-bench Machine Learning energy management
— Unverified 