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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

DiffAIL: Diffusion Adversarial Imitation Learning AAAI 2024
GFlowNet Foundations JMLR 2023
PAL to Lend a Helping Hand: Towards Building an Emotion Adaptive Polite and Empathetic Counseling Conversational Agent ACL 2023
Multi-Objective Intrinsic Reward Learning for Conversational Recommender Systems NIPS 2023
Generating Dialog Responses with Specified Grammatical Items for Second Language Learning ACL 2023
Towards Learning to Imitate from a Single Video Demonstration JMLR 2023
A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning NIPS 2023
Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks AAAI 2023
Misspecification in Inverse Reinforcement Learning AAAI 2023
STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning AAAI 2023
Towards Theoretical Understanding of Inverse Reinforcement Learning ICML 2023
Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement NIPS 2023
Inverse Reinforcement Learning without Reinforcement Learning ICML 2023
Learning Noise-Induced Reward Functions for Surpassing Demonstrations in Imitation Learning AAAI 2023
Transferable Curricula through Difficulty Conditioned Generators IJCAI 2023
Zero-Shot Assistance in Sequential Decision Problems AAAI 2023
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models NIPS 2023
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning EMNLP 2023
The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications AAAI 2023
Inverse Reinforcement Learning for Text Summarization EMNLP 2023
Sample-Efficient Preference-based Reinforcement Learning with Dynamics Aware Rewards CORL 2023
SayTap: Language to Quadrupedal Locomotion CORL 2023
Language to Rewards for Robotic Skill Synthesis CORL 2023
Interactive Object Placement with Reinforcement Learning ICML 2023
Invariance in Policy Optimisation and Partial Identifiability in Reward Learning ICML 2023