reinforcement learning

Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning ICML 2020 POPCORN: Partially Observed Prediction Constrained Reinforcement Learning AISTATS 2020 Population-Guided Parallel Policy Search for Reinforcement Learning ICLR 2020 POST: POlicy-Based Switch Tracking AAAI 2020 Practical Nonisotropic Monte Carlo Sampling in High Dimensions via Determinantal Point Processes AISTATS 2020 Practical Reinforcement Learning For MPC: Learning from sparse objectives in under an hour on a real robot L4DC 2020 Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions OSDI 2020 Preference-Based Image Generation WACV 2020 Production-based Cognitive Models as a Test Suite for Reinforcement Learning Algorithms EMNLP 2020 Progressive Relation Learning for Group Activity Recognition CVPR 2020 Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption Interspeech 2020 Provably Efficient Exploration for Reinforcement Learning Using Unsupervised Learning NeurIPS 2020 Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits NeurIPS 2020 Provably efficient reinforcement learning with linear function approximation COLT 2020 Proximal Distilled Evolutionary Reinforcement Learning AAAI 2020 Q-learning with Language Model for Edit-based Unsupervised Summarization EMNLP 2020 Q-learning with UCB Exploration is Sample Efficient for Infinite-Horizon MDP ICLR 2020 RaCT: Toward Amortized Ranking-Critical Training For Collaborative Filtering ICLR 2020 Ranking Policy Gradient ICLR 2020 RD$^2$: Reward Decomposition with Representation Decomposition NeurIPS 2020 Reasoning on Knowledge Graphs with Debate Dynamics AAAI 2020 Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension ACL 2020 Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals NeurIPS 2020 Reinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models AAAI 2020 Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task CVPR 2020