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Found 7 papers, 1 papers with code
Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning
In this paper, we identify the main cause of PRM-induced reward hacking: the canonical summation-form credit assignment in reinforcement learning (RL), which defines the value as cumulative gamma-decayed future rewards, easily induces LLMs to hack steps with high rewards.
Through the Curved Cover: Synthesizing Cover Aberrated Scenes with Refractive Field
To motivate further studies on this problem, we provide the benchmarked dataset containing real and synthetic walkable scenes captured with protective cover optical aberrations.
A Hamiltonian Approach to Barrier Option Pricing Under Vasicek Model
In this paper, we study option pricing under Vasicek Model by a Hamiltonian approach.
Path Integral Method for Pricing Proportional Step Double-Barrier Option with Time Dependent Parameters
Path integral method in quantum mechanics provides a new thinking for barrier option pricing.
A Hamiltonian Approach to Floating Barrier Option Pricing
Hamiltonian approach in quantum mechanics provides a new thinking for barrier option pricing.
A multi view multi stage and multi window framework for pulmonary artery segmentation from CT scans
In addition, in order to improve the segmentation performance, we adopt multi-view and multi-window level method, at the same time we employ a fine-tune strategy to mitigate the impact of inconsistent labeling.
Path Integral Method for Proportional Step and Proportional Double-Barrier Step Option Pricing
Path integral method in quantum mechanics provides a new thinking for barrier option pricing.
