:: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Dutta, Abhishek, Hsiao, Yen-Che
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2410.10020
Tags:	Add Tag No Tags, Be the first to tag this record!

Unveiling Reasoning Thresholds in Language Models: Scaling, Fine-Tuning, and Interpretability through Attention Maps
by: Hsiao, Yen-Che, et al.
Published: (2025)

Efficient transformer with reinforced position embedding for language models
by: Hsiao, Yen-Che, et al.
Published: (2024)

Hybrid Coordinate Descent for Efficient Neural Network Learning Using Line Search and Gradient Descent
by: Hsiao, Yen-Che, et al.
Published: (2024)

PRACT: Optimizing Principled Reasoning and Acting of LLM Agent
by: Liu, Zhiwei, et al.
Published: (2024)

ART: Action-based Reasoning Task Benchmarking for Medical AI Agents
by: Mantravadi, Ananya, et al.
Published: (2026)

Acting for the Right Reasons: Creating Reason-Sensitive Artificial Moral Agents
by: Baum, Kevin, et al.
Published: (2024)

Pre-Act: Multi-Step Planning and Reasoning Improves Acting in LLM Agents
by: Rawat, Mrinal, et al.
Published: (2025)

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
by: Zhou, Andy, et al.
Published: (2023)

Position: Stop Acting Like Language Model Agents Are Normal Agents
by: Perrier, Elija, et al.
Published: (2025)

Derivation of Back-propagation for Graph Convolutional Networks using Matrix Calculus and its Application to Explainable Artificial Intelligence
by: Hsiao, Yen-Che, et al.
Published: (2024)

Faithful-First Reasoning, Planning, and Acting for Multimodal LLMs
by: Li, Junxian, et al.
Published: (2025)

Dyna-Think: Synergizing Reasoning, Acting, and World Model Simulation in AI Agents
by: Yu, Xiao, et al.
Published: (2025)

SpeakRL: Synergizing Reasoning, Speaking, and Acting in Language Models with Reinforcement Learning
by: Acikgoz, Emre Can, et al.
Published: (2025)

BUMBLE: Unifying Reasoning and Acting with Vision-Language Models for Building-wide Mobile Manipulation
by: Shah, Rutav, et al.
Published: (2024)

Mind the Gap Between Spatial Reasoning and Acting! Step-by-Step Evaluation of Agents With Spatial-Gym
by: Kaesberg, Lars Benedikt, et al.
Published: (2026)

ABBEL: LLM Agents Acting through Belief Bottlenecks Expressed in Language
by: Lidayan, Aly, et al.
Published: (2025)

Pixelis: Reasoning in Pixels, from Seeing to Acting
by: Zhou, Yunpeng
Published: (2026)

GraphReAct: Reasoning and Acting for Multi-step Graph Inference
by: Yu, Xingtong, et al.
Published: (2026)

Acting Less is Reasoning More! Teaching Model to Act Efficiently
by: Wang, Hongru, et al.
Published: (2025)

Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents
by: Jaiswal, Raj, et al.
Published: (2024)

ReSpAct: Harmonizing Reasoning, Speaking, and Acting Towards Building Large Language Model-Based Conversational AI Agents
by: Dongre, Vardhan, et al.
Published: (2024)

NEWSAGENT: Benchmarking Multimodal Agents as Journalists with Real-World Newswriting Tasks
by: Chien, Yen-Che, et al.
Published: (2025)

Parallelized Planning-Acting for Efficient LLM-based Multi-Agent Systems in Minecraft
by: Li, Yaoru, et al.
Published: (2025)

LBM: Hierarchical Large Auto-Bidding Model via Reasoning and Acting
by: Li, Yewen, et al.
Published: (2026)

Temporal Reasoning in AI systems
by: Sharma, Abhishek
Published: (2025)

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
by: Tang, Xiangru, et al.
Published: (2023)

Haibu Mathematical-Medical Intelligent Agent:Enhancing Large Language Model Reliability in Medical Tasks via Verifiable Reasoning Chains
by: Zhang, Yilun, et al.
Published: (2025)

When Models Learn to Ask Why: Adaptive Causal Reasoning for Trustworthy Medical Vision-Language Models
by: Lin, Jianxin, et al.
Published: (2026)

NeuroProlog: Multi-Task Fine-Tuning for Neurosymbolic Mathematical Reasoning via the Cocktail Effect
by: Zunjare, Pratibha, et al.
Published: (2026)

No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning
by: Rajgaria, Abhishek, et al.
Published: (2025)

Adaptive Reasoning Executor: A Collaborative Agent System for Efficient Reasoning
by: Ling, Zehui, et al.
Published: (2025)

Agent Drift: Quantifying Behavioral Degradation in Multi-Agent LLM Systems Over Extended Interactions
by: Rath, Abhishek
Published: (2026)

Asking Before Acting: Gather Information in Embodied Decision Making with Language Models
by: Chen, Xiaoyu, et al.
Published: (2023)

Can Poverty Be Reduced by Acting on Discrimination? An Agent-based Model for Policy Making
by: Aguilera, Alba, et al.
Published: (2024)

MADQRL: Distributed Quantum Reinforcement Learning Framework for Multi-Agent Environments
by: Sawaika, Abhishek, et al.
Published: (2026)

Planning and Acting While the Clock Ticks
by: Coles, Andrew, et al.
Published: (2024)

MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models
by: Ma, Siqi, et al.
Published: (2025)

Acting Flatterers via LLMs Sycophancy: Combating Clickbait with LLMs Opposing-Stance Reasoning
by: Zhang, Chaowei, et al.
Published: (2026)

Tree-of-Reasoning: Towards Complex Medical Diagnosis via Multi-Agent Reasoning with Evidence Tree
by: Peng, Qi, et al.
Published: (2025)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
VUFIND_SESSION	"ad22313ad7d2030ee427917c5d11d800"
language	"en"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784406978.3672 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "ad22313ad7d2030ee427917c5d11d800" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"VUFIND_SESSION=ad22313ad7d2030ee427917c5d11d800; language=en; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.30"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"26313"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2410_10020/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2410_10020/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784406978.3626
REQUEST_TIME	1784406978

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
VUFIND_SESSION	"ad22313ad7d2030ee427917c5d11d800"
language	"en"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784406978.3672 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "ad22313ad7d2030ee427917c5d11d800" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"VUFIND_SESSION=ad22313ad7d2030ee427917c5d11d800; language=en; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.30"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"26313"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2410_10020/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2410_10020/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784406978.3626
REQUEST_TIME	1784406978

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: