deep reinforcement learning

Structured agents for physical construction ICML 2019 Supervised Policy Update for Deep Reinforcement Learning ICLR 2019 Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning AAAI 2019 Task-Agnostic Dynamics Priors for Deep Reinforcement Learning ICML 2019 Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments CoRL 2019 Towards Better Interpretability in Deep Q-Networks AAAI 2019 Towards Efficient Detection and Optimal Response against Sophisticated Opponents IJCAI 2019 Towards Governing Agent’s Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning ACML 2019 Trajectory-Based Off-Policy Deep Reinforcement Learning ICML 2019 Transfer in Deep Reinforcement Learning Using Knowledge Graphs EMNLP 2019 Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation ICML 2019 Truly Batch Apprenticeship Learning with Deep Successor Features IJCAI 2019 Truly Proximal Policy Optimization UAI 2019 Using Natural Language for Reward Shaping in Reinforcement Learning IJCAI 2019 Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning AAAI 2019 Visual Semantic Navigation using Scene Priors ICLR 2019 A Deep Bayesian Policy Reuse Approach Against Non-Stationary Agents NeurIPS 2018 A Deep Reinforcement Learning Based Multimodal Coaching Model (DCM) for Slot Filling in Spoken Language Understanding(SLU) Interspeech 2018 A New Concept of Deep Reinforcement Learning based Augmented General Tagging System COLING 2018 Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning EMNLP 2018 Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018 BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018 Benchmarks for reinforcement learning in mixed-autonomy traffic CoRL 2018 Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? ICML 2018 Consequentialist conditional cooperation in social dilemmas with imperfect information ICLR 2018