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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

Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories CORL 2018
Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning EMNLP 2018
Simplifying Reward Design through Divide-and-Conquer RSS 2018
Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations ICML 2018
Learning the Reward Function for a Misspecified Model ICML 2018
Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement ICML 2018
Batch Active Preference-Based Learning of Reward Functions CORL 2018
Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation IJCAI 2018
Toward Diverse Text Generation with Inverse Reinforcement Learning IJCAI 2018
Occam's razor is insufficient to infer the preferences of irrational agents NIPS 2018
Variational Inverse Control with Events: A General Framework for Data-Driven Reward Definition NIPS 2018
Learning Safe Policies with Expert Guidance NIPS 2018
Teaching Inverse Reinforcement Learners via Features and Demonstrations NIPS 2018
Inverse Reward Design NIPS 2017
Unsupervised Perceptual Rewards for Imitation Learning RSS 2017
Translating Neuralese ACL 2017
Multi-Agent Systems of Inverse Reinforcement Learners in Complex Games IJCAI 2017
A Joint Speaker-Listener-Reinforcer Model for Referring Expressions CVPR 2017
The Off-Switch Game IJCAI 2017
Repeated Inverse Reinforcement Learning NIPS 2017
Sentence Simplification with Deep Reinforcement Learning EMNLP 2017
Deep Reinforcement Learning from Human Preferences NIPS 2017
Compatible Reward Inverse Reinforcement Learning NIPS 2017
Deal or No Deal? End-to-End Learning of Negotiation Dialogues EMNLP 2017
Constrained Policy Optimization ICML 2017