Reinforcement Learning

Runtime Neural Pruning NeurIPS 2017 Safe and Nested Subgame Solving for Imperfect-Information Games NeurIPS 2017 Safe Model-based Reinforcement Learning with Stability Guarantees NeurIPS 2017 Safety-Aware Algorithms for Adversarial Contextual Bandit ICML 2017 Sample Efficient Policy Search for Optimal Stopping Domains IJCAI 2017 Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NeurIPS 2017 Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics ICML 2017 Self-Critical Sequence Training for Image Captioning CVPR 2017 Semi-Supervised QA with Generative Domain-Adaptive Nets ACL 2017 Sentence Simplification with Deep Reinforcement Learning EMNLP 2017 Sequence Prediction with Unlabeled Data by Reward Function Learning IJCAI 2017 Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control ICML 2017 Shallow Updates for Deep Reinforcement Learning NeurIPS 2017 Smoothing Method for Approximate Extensive-Form Perfect Equilibrium IJCAI 2017 Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods EMNLP 2017 Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning ICML 2017 State Aware Imitation Learning NeurIPS 2017 Stratified Strategy Selection for Unit Control in Real-Time Strategy Games IJCAI 2017 Successor Features for Transfer in Reinforcement Learning NeurIPS 2017 Super-Human AI for Strategic Reasoning: Beating Top Pros in Heads-Up No-Limit Texas Hold'em IJCAI 2017 Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing EACL 2017 Tactics of Adversarial Attack on Deep Reinforcement Learning Agents IJCAI 2017 Teaching Machines to Describe Images with Natural Language Feedback NeurIPS 2017 Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context IJCAI 2017 Tensor Based Knowledge Transfer Across Skill Categories for Robot Control IJCAI 2017