reinforcement learning

Teacher Forcing Recovers Reward Functions for Text Generation NeurIPS 2022 Tell me why! Explanations support learning relational and causal structure ICML 2022 Temporal abstractions-augmented temporally contrastive learning: An alternative to the Laplacian in RL UAI 2022 Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification CVPR 2022 Temporal Difference Learning for Model Predictive Control ICML 2022 Text Editing as Imitation Game EMNLP 2022 The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models ICLR 2022 The Importance of Non-Markovianity in Maximum State Entropy Exploration ICML 2022 The Information Geometry of Unsupervised Reinforcement Learning ICLR 2022 The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design NeurIPS 2022 The Role of Pretrained Representations for the OOD Generalization of RL Agents ICLR 2022 The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ICML 2022 “Think Before You Speak”: Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs IJCAI 2022 Tile Networks: Learning Optimal Geometric Layout for Whole-page Recommendation AISTATS 2022 TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph COLING 2022 Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning ICML 2022 Toward Compositional Generalization in Object-Oriented World Modeling ICML 2022 Towards an Understanding of Default Policies in Multitask Policy Optimization AISTATS 2022 Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble IJCAI 2022 Towards Deployment-Efficient Reinforcement Learning: Lower Bound and Optimality ICLR 2022 Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach (Extended Abstract) IJCAI 2022 Trading off Utility, Informativeness, and Complexity in Emergent Communication NeurIPS 2022 Training and Evaluation of Deep Policies Using Reinforcement Learning and Generative Models JMLR 2022 Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four ICML 2022 Training Robots to Evaluate Robots: Example-Based Interactive Reward Functions for Policy Learning CoRL 2022