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reward function

291 papers

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Co-occurring keywords

reinforcement learning (4352) inverse reinforcement learning (205) imitation learning (744) policy learning (702) markov decision process (790) policy optimization (657) large language model (13587) preference learning (418) deep reinforcement learning (903) adversarial learning (1595)

Papers

Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration IJCAI 2019
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity ACL 2019
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System ICML 2019
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019
Learning from a Learner ICML 2019
Event Cameras, Contrast Maximization and Reward Functions: An Analysis CVPR 2019
A Composable Specification Language for Reinforcement Learning Tasks NIPS 2019
Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications AAAI 2019
On the Feasibility of Learning, Rather than Assuming, Human Biases for Reward Inference ICML 2019
Learning a Prior over Intent via Meta-Inverse Reinforcement Learning ICML 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization EMNLP 2019
Multi-Agent Adversarial Inverse Reinforcement Learning ICML 2019
Meta-Inverse Reinforcement Learning with Probabilistic Context Variables NIPS 2019
DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning EMNLP 2019
Inferring Task Goals and Constraints using Bayesian Nonparametric Inverse Reinforcement Learning CORL 2019
Learning Reward Functions by Integrating Human Demonstrations and Preferences RSS 2019
On the Correctness and Sample Complexity of Inverse Reinforcement Learning NIPS 2019
Playing hard exploration games by watching YouTube NIPS 2018
Paraphrase Generation with Deep Reinforcement Learning EMNLP 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment NAACL 2018
A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators COLING 2018
Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning EMNLP 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ACL 2018
Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications IJCAI 2018
Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018