policy learning

Belief-Grounded Networks for Accelerated Robot Learning under Partial Observability CoRL 2020 Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020 Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning? CVPR 2020 Causal Imitation Learning With Unobserved Confounders NeurIPS 2020 Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies ICML 2020 ConQUR: Mitigating Delusional Bias in Deep Q-Learning ICML 2020 Conservative Exploration in Reinforcement Learning AISTATS 2020 Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation ACL 2020 Cost-Effective Incentive Allocation via Structured Counterfactual Inference AAAI 2020 Deep Inverse Q-learning with Constraints NeurIPS 2020 Disagreement-Regularized Imitation Learning ICLR 2020 Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments AAAI 2020 Efficient Policy Learning from Surrogate-Loss Classification Reductions ICML 2020 ERLP: Ensembles of Reinforcement Learning Policies (Student Abstract) AAAI 2020 Exploring Data Aggregation in Policy Learning for Vision-Based Urban Autonomous Driving CVPR 2020 f-GAIL: Learning f-Divergence for Generative Adversarial Imitation Learning NeurIPS 2020 f-IRL: Inverse Reinforcement Learning via State Marginal Matching CoRL 2020 Forethought and Hindsight in Credit Assignment NeurIPS 2020 Generalization to New Actions in Reinforcement Learning ICML 2020 High Acceleration Reinforcement Learning for Real-World Juggling with Binary Rewards CoRL 2020 I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning IJCAI 2020 Improving Generalization in Reinforcement Learning with Mixture Regularization NeurIPS 2020 Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters ICML 2020 Instance-based Generalization in Reinforcement Learning NeurIPS 2020 Interactive Imitation Learning in State-Space CoRL 2020