Cover Image

Trust Regions Sell, But Who's Buying? Overlap Geometry as an Alternative Trust Region for Policy Optimization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Trivedi, Gaurish, Sharma, Alakh, Bhandari, Kartikey Singh, Sinha, Yash, Narang, Pratik, Kumar, Dhruv, Challa, Jagat Sesh
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

HAEPO: History-Aggregated Exploratory Policy Optimization
by: Trivedi, Gaurish, et al.
Published: (2025)

Generative Evolutionary Meta-Solver (GEMS): Scalable Surrogate-Free Multi-Agent Reinforcement Learning
by: Sharma, Alakh, et al.
Published: (2025)

Exposing DeepFakes via Hyperspectral Domain Mapping
by: Mehta, Aditya, et al.
Published: (2025)

Beyond Single Bugs: Benchmarking Large Language Models for Multi-Vulnerability Detection
by: Pushkar, Chinmay, et al.
Published: (2025)

Talking with Oompa Loompas: A novel framework for evaluating linguistic acquisition of LLM agents
by: Swain, Sankalp Tattwadarshi, et al.
Published: (2025)

SAC: A Framework for Measuring and Inducing Personality Traits in LLMs with Dynamic Intensity Control
by: Chittem, Adithya, et al.
Published: (2025)

"It's not like Jarvis, but it's pretty close!" -- Examining ChatGPT's Usage among Undergraduate Students in Computer Science
by: Joshi, Ishika, et al.
Published: (2023)

Actionable Advice from Reviews via Mixture of LoRA Experts: A Two-LLM Pipeline for Issue Extraction and Business Recommendations
by: Bhandari, Kartikey Singh, et al.
Published: (2026)

Beyond Sentiment: A Multi-Agent Pipeline for Actionable Business Advice from Reviews
by: Bhandari, Kartikey Singh, et al.
Published: (2026)

CricBench: A Multilingual Benchmark for Evaluating LLMs in Cricket Analytics
by: Agarwal, Parth, et al.
Published: (2025)

The Impact of Large Language Models on K-12 Education in Rural India: A Thematic Analysis of Student Volunteer's Perspectives
by: Goyal, Harshita, et al.
Published: (2025)

Sakshm AI: Advancing AI-Assisted Coding Education for Engineering Students in India Through Socratic Tutoring and Comprehensive Feedback
by: Gupta, Raj, et al.
Published: (2025)

Trust-Region Adaptive Policy Optimization
by: Su, Mingyu, et al.
Published: (2025)

ReviewSense: Transforming Customer Review Dynamics into Actionable Business Insights
by: Krothapalli, Siddhartha, et al.
Published: (2025)

Trust Region On-Policy Distillation
by: Xing, Xingrun, et al.
Published: (2026)

Matrix Low-Rank Trust Region Policy Optimization
by: Rozada, Sergio, et al.
Published: (2024)

Trust-Region Twisted Policy Improvement
by: de Vries, Joery A., et al.
Published: (2025)

ETR: Outcome-Guided Elastic Trust Regions for Policy Optimization
by: Zhang, Shijie, et al.
Published: (2026)

Trust-Region Behavior Blending for On-Policy Distillation
by: Plyusov, Daniil, et al.
Published: (2026)

A Hybrid Supervised-LLM Pipeline for Actionable Suggestion Mining in Unstructured Customer Reviews
by: Trivedi, Aakash, et al.
Published: (2026)

Feasibility-Driven Trust Region Bayesian Optimization
by: Ascia, Paolo, et al.
Published: (2025)

QUATRO: Query-Adaptive Trust Region Policy Optimization for LLM Fine-tuning
by: Lee, Doyeon, et al.
Published: (2026)

$i$Trust: Trust-Region Optimisation with Ising Machines
by: Pramanik, Sayantan, et al.
Published: (2024)

Well-quasi-orders on finite trees and transfinite sequences
by: Chopra, Alakh Dhruv, et al.
Published: (2026)

PPO-BR: Dual-Signal Entropy-Reward Adaptation for Trust Region Policy Optimization
by: Rahman, Ben
Published: (2025)

Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy Optimization
by: Liu, Shixuan, et al.
Published: (2024)

Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean-Field Games
by: Ocello, Antonio, et al.
Published: (2025)

Rethinking Ratio-Based Trust Regions for Policy Optimization in Multi-Agent Reinforcement Learning
by: Wijesundara, Chulabhaya, et al.
Published: (2026)

Reinforced Model Predictive Control via Trust-Region Quasi-Newton Policy Optimization
by: Brandner, Dean, et al.
Published: (2024)

Rethinking Trust Region Bayesian Optimization in High Dimensions
by: Tang, Wei-Ting, et al.
Published: (2026)

Trust-Region Stochastic Optimization with Variance Reduction Technique
by: Zheng, Xinshou
Published: (2024)

Can Money Buy Trust? Social Transfers and Trust During the Covid‐19 Pandemic
by: Hyesang Noh, et al.
Published: (2026)

Collateralized debt obligations: A double edged sword of the U.S. financial system
by: Alakh Niranjan Singh
Published: (2009)

Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian Optimization
by: Namura, Nobuo, et al.
Published: (2024)

Diffusion Policies creating a Trust Region for Offline Reinforcement Learning
by: Chen, Tianyu, et al.
Published: (2024)

Trust Region Reward Optimization and Proximal Inverse Reward Optimization Algorithm
by: Chen, Yang, et al.
Published: (2025)

A Trust-Region Algorithm for Noisy Equality Constrained Optimization
by: Sun, Shigeng, et al.
Published: (2024)

Enhancing Trust-Region Bayesian Optimization via Newton Methods
by: Chen, Quanlin, et al.
Published: (2025)

Trust Region Constrained Bayesian Optimization with Penalized Constraint Handling
by: Chowdhury, Raju, et al.
Published: (2026)

Trust Region Q Adjoint Matching
by: Dong, Yonghoon, et al.
Published: (2026)