reward shaping

Principal-Agent Reward Shaping in MDPs AAAI 2024 Reinforcement Learning with Token-level Feedback for Controllable Text Generation NAACL 2024 Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue EMNLP 2024 Reward Shaping for Reinforcement Learning with An Assistant Reward Agent ICML 2024 RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction AAAI 2024 Text2Reward: Reward Shaping with Language Models for Reinforcement Learning ICLR 2024 Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning ICML 2023 Behavior Alignment via Reward Function Optimization NeurIPS 2023 Coherent Soft Imitation Learning NeurIPS 2023 Deep Reinforcement Learning for Cost-Effective Medical Diagnosis ICLR 2023 Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation Metric NeurIPS 2023 Exploiting Multiple Abstractions in Episodic RL via Reward Shaping AAAI 2023 f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences NeurIPS 2023 Learning to Shape Rewards Using a Game of Two Partners AAAI 2023 Reachability-Aware Laplacian Representation in Reinforcement Learning ICML 2023 SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control AAAI 2023 Soft Action Priors: Towards Robust Policy Transfer AAAI 2023 State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding NeurIPS 2023 Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning EMNLP 2023 Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023 AIIR-MIX: Multi-Agent Reinforcement Learning Meets Attention Individual Intrinsic Reward Mixing Network ACML 2022 Difference Advantage Estimation for Multi-Agent Policy Gradients ICML 2022 Distributed Control using Reinforcement Learning with Temporal-Logic-Based Reward Shaping L4DC 2022 Dynamics-Aware Comparison of Learned Reward Functions ICLR 2022 EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL NeurIPS 2022