Reinforcement Learning

Neural Map: Structured Memory for Deep Reinforcement Learning ICLR 2018 Neural Math Word Problem Solver with Reinforcement Learning COLING 2018 Noisy Networks For Exploration ICLR 2018 No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ACL 2018 Non-delusional Q-learning and value-iteration NeurIPS 2018 Object-Oriented Dynamics Predictor NeurIPS 2018 Occam's razor is insufficient to infer the preferences of irrational agents NeurIPS 2018 On Generalized Bellman Equations and Temporal-Difference Learning JMLR 2018 On Learning Intrinsic Rewards for Policy Gradient Methods NeurIPS 2018 Online Robust Policy Learning in the Presence of Unknown Adversaries NeurIPS 2018 On Oracle-Efficient PAC RL with Rich Observations NeurIPS 2018 On Q-learning Convergence for Non-Markov Decision Processes IJCAI 2018 Open Loop Execution of Tree-Search Algorithms IJCAI 2018 Optimal Multi-robot Task Planning: from Synthesis to Execution (and Back) IJCAI 2018 Organizing Experience: a Deeper Look at Replay Mechanisms for Sample-Based Planning in Continuous State Domains IJCAI 2018 Parameter Space Noise for Exploration ICLR 2018 Paraphrase Generation with Deep Reinforcement Learning EMNLP 2018 Path Consistency Learning in Tsallis Entropy Regularized MDPs ICML 2018 Path-Level Network Transformation for Efficient Architecture Search ICML 2018 PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making IJCAI 2018 PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos ICML 2018 Planning and Learning with Stochastic Action Sets IJCAI 2018 PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training IJCAI 2018 Playing hard exploration games by watching YouTube NeurIPS 2018 Policies Modulating Trajectory Generators CoRL 2018