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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

Bayesian Robust Optimization for Imitation Learning NIPS 2020
Learning a Reinforced Agent for Flexible Exposure Bracketing Selection CVPR 2020
Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization NIPS 2020
Reward-rational (implicit) choice: A unifying formalism for reward learning NIPS 2020
Causal Imitation Learning With Unobserved Confounders NIPS 2020
Deep Inverse Q-learning with Constraints NIPS 2020
Consequences of Misaligned AI NIPS 2020
Avoiding Side Effects By Considering Future Tasks NIPS 2020
Learning from Demonstrations using Signal Temporal Logic CORL 2020
Model-Free IRL Using Maximum Likelihood Estimation AAAI 2019
Meta Learning for Image Captioning AAAI 2019
Park: An Open Platform for Learning-Augmented Computer Systems NIPS 2019
Learning from Trajectories via Subgoal Discovery NIPS 2019
Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints NIPS 2019
Offline Contextual Bayesian Optimization NIPS 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models EMNLP 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References EMNLP 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning EMNLP 2019
Automatic Successive Reinforcement Learning with Multiple Auxiliary Rewards IJCAI 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models IJCNLP 2019
Search-Guided, Lightly-Supervised Training of Structured Prediction Energy Networks NIPS 2019
Regular Decision Processes: A Model for Non-Markovian Domains IJCAI 2019
DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning IJCNLP 2019
Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrations CORL 2019
A Survey of Reinforcement Learning Informed by Natural Language IJCAI 2019