conftrace_

reward shaping

110 papers

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Also known as

RS

Co-occurring keywords

reinforcement learning (4352) sparse reward (141) policy optimization (657) large language model (13587) deep reinforcement learning (903) reward function (291) text generation (2913) multi-agent reinforcement learning (538) intrinsic reward (71) language model (4599)

Papers

Continuous-Time Reward Machines IJCAI 2025
Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening EMNLP 2025
Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic EMNLP 2024
Potential-Based Reward Shaping for Intrinsic Motivation (Student Abstract) AAAI 2024
An Implicit Trust Region Approach to Behavior Regularized Offline Reinforcement Learning AAAI 2024
RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction AAAI 2024
Reinforcement Learning with Token-level Feedback for Controllable Text Generation NAACL 2024
Principal-Agent Reward Shaping in MDPs AAAI 2024
Contextual Bilevel Reinforcement Learning for Incentive Alignment NIPS 2024
Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards EMNLP 2024
Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue EMNLP 2024
Do's and Don'ts: Learning Desirable Skills with Instruction Videos NIPS 2024
Learning to Shape Rewards Using a Game of Two Partners AAAI 2023
SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control AAAI 2023
Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning ICML 2023
Soft Action Priors: Towards Robust Policy Transfer AAAI 2023
f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences NIPS 2023
Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation Metric NIPS 2023
Behavior Alignment via Reward Function Optimization NIPS 2023
Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning EMNLP 2023
Coherent Soft Imitation Learning NIPS 2023
Reachability-Aware Laplacian Representation in Reinforcement Learning ICML 2023
Exploiting Multiple Abstractions in Episodic RL via Reward Shaping AAAI 2023
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding NIPS 2023