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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

MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning ICCV 2021
A New Representation of Successor Features for Transfer across Dissimilar Environments ICML 2021
Inverse Reinforcement Learning From Like-Minded Teachers AAAI 2021
Inverse Reinforcement Learning with Natural Language Goals AAAI 2021
Objective-aware Traffic Simulation via Inverse Reinforcement Learning IJCAI 2021
Provably Efficient Learning of Transferable Rewards ICML 2021
Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations IJCAI 2021
Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback AAAI 2021
Human-centric dialog training via offline reinforcement learning EMNLP 2020
Self-Attentional Credit Assignment for Transfer in Reinforcement Learning IJCAI 2020
Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players IJCAI 2020
Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis AAAI 2020
Tractable Reinforcement Learning of Signal Temporal Logic Objectives L4DC 2020
S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency CORL 2020
f-IRL: Inverse Reinforcement Learning via State Marginal Matching CORL 2020
Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions AISTATS 2020
Learning Human Objectives by Evaluating Hypothetical Behavior ICML 2020
What Can Learned Intrinsic Rewards Capture? ICML 2020
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020
Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning CVPR 2020
Avoiding Side Effects in Complex Environments NIPS 2020
Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards ICML 2020
Pitfalls of Learning a Reward Function Online IJCAI 2020
The Unreasonable Effectiveness of Inverse Reinforcement Learning in Advancing Cancer Research AAAI 2020
Inverse Reinforcement Learning from a Gradient-based Learner NIPS 2020