Actor-Attention-Critic for Multi-Agent Reinforcement Learning Oct 5, 2018 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available MyCaffe: A Complete C# Re-Write of Caffe with Reinforcement Learning Oct 4, 2018 Deep Learning reinforcement-learning
Code Code Available Deep Reinforcement Learning for Time Scheduling in RF-Powered Backscatter Cognitive Radio Networks Oct 3, 2018 Deep Reinforcement Learning reinforcement-learning
— Unverified Learning Scheduling Algorithms for Data Processing Clusters Oct 3, 2018 Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Comparison of Reinforcement Learning algorithms applied to the Cart Pole problem Oct 3, 2018 reinforcement-learning Reinforcement Learning
Code Code Available Efficient Dialog Policy Learning via Positive Memory Retention Oct 2, 2018 Goal-Oriented Dialog Object Discovery
Code Code Available Energy-Based Hindsight Experience Prioritization Oct 2, 2018 reinforcement-learning Reinforcement Learning
Code Code Available EMI: Exploration with Mutual Information Oct 2, 2018 continuous-control Continuous Control
Code Code Available Near-Optimal Representation Learning for Hierarchical Reinforcement Learning Oct 2, 2018 2D Human Pose Estimation continuous-control
Code Code Available The Dreaming Variational Autoencoder for Reinforcement Learning Environments Oct 2, 2018 Management reinforcement-learning
Code Code Available Reinforcement Learning with Perturbed Rewards Oct 2, 2018 Atari Games Deep Reinforcement Learning
Code Code Available Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning Oct 1, 2018 Deep Reinforcement Learning Hierarchical Reinforcement Learning
— Unverified Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management Oct 1, 2018 Deep Reinforcement Learning Dialogue Management
— Unverified Automatic Poetry Generation with Mutual Reinforcement Learning Oct 1, 2018 reinforcement-learning Reinforcement Learning
— Unverified Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning Oct 1, 2018 Machine Translation reinforcement-learning
— Unverified A Teacher-Student Framework for Maintainable Dialog Manager Oct 1, 2018 Reinforcement Learning Reinforcement Learning (RL)
— Unverified Adaptive Multi-pass Decoder for Neural Machine Translation Oct 1, 2018 Decoder Machine Translation
— Unverified Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain Oct 1, 2018 Open Information Extraction reinforcement-learning
— Unverified Prediction Improves Simultaneous Neural Machine Translation Oct 1, 2018 Machine Translation Prediction
— Unverified SmartChoices: Hybridizing Programming and Machine Learning Oct 1, 2018 BIG-bench Machine Learning Reinforcement Learning
— Unverified Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning Sep 30, 2018 Deep Reinforcement Learning reinforcement-learning
Code Code Available Learning to Perform Local Rewriting for Combinatorial Optimization Sep 30, 2018 Combinatorial Optimization Reinforcement Learning
Code Code Available Deep Quality-Value (DQV) Learning Sep 30, 2018 Atari Games Deep Reinforcement Learning
Code Code Available Bayesian Transfer Reinforcement Learning with Prior Knowledge Rules Sep 30, 2018 reinforcement-learning Reinforcement Learning
— Unverified Few-Shot Goal Inference for Visuomotor Learning and Planning Sep 30, 2018 reinforcement-learning Reinforcement Learning
— Unverified Generalization and Regularization in DQN Sep 29, 2018 Atari Games Benchmarking
Code Code Available Reinforcement Learning in R Sep 29, 2018 Q-Learning reinforcement-learning
— Unverified M^3RL: Mind-aware Multi-agent Management Reinforcement Learning Sep 29, 2018 Management Multi-agent Reinforcement Learning
Code Code Available Direct optimization of F-measure for retrieval-based personal question answering Sep 28, 2018 Question Answering reinforcement-learning
— Unverified Robot Representation and Reasoning with Knowledge from Reinforcement Learning Sep 28, 2018 reinforcement-learning Reinforcement Learning
— Unverified Policy Generalization In Capacity-Limited Reinforcement Learning Sep 27, 2018 reinforcement-learning Reinforcement Learning
— Unverified Where Off-Policy Deep Reinforcement Learning Fails Sep 27, 2018 continuous-control Continuous Control
— Unverified Successor Options : An Option Discovery Algorithm for Reinforcement Learning Sep 27, 2018 Hierarchical Reinforcement Learning reinforcement-learning
— Unverified What Would pi* Do?: Imitation Learning via Off-Policy Reinforcement Learning Sep 27, 2018 Imitation Learning Q-Learning
— Unverified Shrinkage-based Bias-Variance Trade-off for Deep Reinforcement Learning Sep 27, 2018 continuous-control Continuous Control
— Unverified Transfer Value or Policy? A Value-centric Framework Towards Transferrable Continuous Reinforcement Learning Sep 27, 2018 continuous-control Continuous Control
— Unverified Mimicking actions is a good strategy for beginners: Fast Reinforcement Learning with Expert Action Sequences Sep 27, 2018 Atari Games Imitation Learning
— Unverified Learning Physics Priors for Deep Reinforcement Learing Sep 27, 2018 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Exploration by Uncertainty in Reward Space Sep 27, 2018 Atari Games Efficient Exploration
— Unverified COLLABORATIVE MULTIAGENT REINFORCEMENT LEARNING IN HOMOGENEOUS SWARMS Sep 27, 2018 Deep Reinforcement Learning reinforcement-learning
— Unverified A Better Baseline for Second Order Gradient Estimation in Stochastic Computation Graphs Sep 27, 2018 Meta-Learning Multi-agent Reinforcement Learning
— Unverified Countering Language Drift via Grounding Sep 27, 2018 Language Modeling Language Modelling
— Unverified Deep Reinforcement Learning of Universal Policies with Diverse Environment Summaries Sep 27, 2018 Deep Reinforcement Learning reinforcement-learning
— Unverified Guided Exploration in Deep Reinforcement Learning Sep 27, 2018 Deep Reinforcement Learning reinforcement-learning
— Unverified DEEP ADVERSARIAL FORWARD MODEL Sep 27, 2018 Image Generation model
— Unverified Distilled Agent DQN for Provable Adversarial Robustness Sep 27, 2018 Adversarial Robustness reinforcement-learning
— Unverified Constraining Action Sequences with Formal Languages for Deep Reinforcement Learning Sep 27, 2018 Atari Games Deep Reinforcement Learning
— Unverified Hybrid Policies Using Inverse Rewards for Reinforcement Learning Sep 27, 2018 OpenAI Gym Q-Learning
— Unverified Accelerated Value Iteration via Anderson Mixing Sep 27, 2018 Atari Games Q-Learning
— Unverified Convergent Reinforcement Learning with Function Approximation: A Bilevel Optimization Perspective Sep 27, 2018 Bilevel Optimization Q-Learning
— Unverified 