Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 35 inbound Pith citation observations for arXiv:1706.10059.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:48:12.698344Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
140
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation bb85db7f-2c6c-435e-baf0-5e31b5073944 · inbound
Financial News-Driven LLM Reinforcement Learning for Portfolio Management A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03884921-f116-4578-8885-fed17d8aaa01 · inbound
Simple and Effective Portfolio Construction with Crypto Assets A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b3dcf03-2c21-4179-8002-f84fb31c10ff · inbound
Multimodal Deep Reinforcement Learning for Portfolio Optimization A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4f4ecbe-a72b-413c-a40a-2ab7b7b7ab09 · inbound
Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a40518e-e336-4936-9e51-7ead578adac0 · inbound
Regret-Optimized Portfolio Enhancement through Deep Reinforcement Learning and Future Looking Rewards A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bd2aa4b-43d8-4ec5-8693-4011fc3d2655 · inbound
QuantBench: Benchmarking AI Methods for Quantitative Investment A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1345d86-5ec4-4c40-b2dc-17736002fabc · inbound
Deep Reinforcement Learning for Investor-Specific Portfolio Optimization: A Volatility-Guided Asset Selection Approach A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ece129d-e0d1-4716-b4f0-be64417379ac · inbound
Uncertainty-Aware Strategies: A Model-Agnostic Framework for Robust Financial Optimization through Subsampling A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcb8afab-e417-4282-b540-c6b2ce505fd0 · inbound
Light Aircraft Game : Basic Implementation and training results analysis A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cac5f5b1-c378-4d72-8b92-79c50e8afc8c · inbound
Integration of Wavelet Transform Convolution and Channel Attention with LSTM for Stock Price Prediction based Portfolio Allocation A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b409796-06f1-4c07-b5c7-a0b74436d093 · inbound
Dynamic data generation and dynamic portfolio selection: an application of a score-based diffusion model A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8821322f-9fba-45df-a217-81e12af0c381 · inbound
HARLF: Hierarchical Reinforcement Learning and Lightweight LLM-Driven Sentiment Integration for Financial Portfolio Optimization A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1780315f-77e7-429a-9f29-1f5c1be16ea9 · inbound
FinXplore: An Adaptive Deep Reinforcement Learning Framework for Balancing and Discovering Investment Opportunities A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3212a009-6c51-448a-ac15-3af2ffee1620 · inbound
Prediction Arena: Benchmarking AI Models on Real-World Prediction Markets A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 88ac925c-d2e7-4e06-b3ae-400bb5086cea · inbound
Portfolio Optimization Proxies under Label Scarcity and Regime Shifts via Bayesian and Deterministic Students under Semi-Supervised Sandwich Training A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation dae94146-b207-4102-9aba-95da5fe2c53e · inbound
When Missing Becomes Structure: Intent-Preserving Policy Completion from Financial KOL Discourse A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 097c6710-9127-44a7-b9a6-c7b79d829133 · inbound
A Systematic Review of Recent Advancements in PINN Augmented Deep Learning and Mathematical Modeling for Efficient Portfolio Management A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation aca3ec65-cea9-4297-a465-af90a80bb08c · inbound
SBCA: Cross-Modal BERT-driven Actor-Critic for Multi-Asset Portfolio Optimization A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation efabc21d-1b55-42a1-ac79-b2ab1e3d3342 · inbound
A Meta Reinforcement Learning Approach to Goals-Based Wealth Management A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 84c463fb-df51-426c-9314-448c3e714754 · inbound
Regime-Adaptive Continual Learning for Portfolio Management A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3bbfb787-a3cd-4b78-8696-0c5544c965d0 · inbound
Dynamic Multi-Pair Trading Strategy in Cryptocurrency Markets with Deep Reinforcement Learning A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 78cbf067-0f98-4b5e-aef9-a1b7fa44b67a · inbound
Macro Economists in the Machine: A Multi-Agent LLM Framework for Commodity-Related ETF Portfolio Construction A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0f24ea5b-11b2-4464-b30f-ed6d100b0edd · inbound
Addressing Market Regime Changes and Heavy-Tailed Returns in Portfolio Optimization via Bayesian VAR and Elliptical Black-Litterman A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a6a35286-75d5-41cd-86c2-7db84d43c5fc · inbound
Counterfactual Transport Flows for Offline Conservative Trajectory Refinement A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f2f5c0b2-5269-4e87-b8e2-9855d77b757f · inbound
Mitigating Bias in Low-SNR Financial Reinforcement Learning via Quantum Representations A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 32a17eed-9822-4aa0-8291-7a5502beb37b · inbound
A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 27516f09-c486-4f60-a452-271f9e4e4a3b · inbound
A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06c202fc-d198-427b-a673-b584c710aba6 · inbound
A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05e70d0f-f395-499a-8f98-35521d16ebe8 · inbound
Can Reinforcement Learning Efficiently Discover Price Manipulation? A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 72f8a918-153d-40b1-9377-3e22155fef62 · inbound
CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 750cc7e7-c4d1-4d80-8b6b-13e488ed7282 · inbound
AlphaZeroBeta: Deep Reinforcement Learning for Market-Neutral Portfolios A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75e156f9-a4fb-425f-9b15-20871083ef87 · inbound
Simulation-Based Neural Policies for Portfolio Choice: Architecture, Training, and Interpretability A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f3d0da5-7c6d-4cf9-99d1-cb0e360e3457 · inbound
An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97e678d7-94d9-4523-829b-a9aa677d8c63 · inbound
F$^2$Agent: Financial Fusion of Agentic Intelligence for Multimodal Trading A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4120ed11-a52d-40c0-a0e9-3b12c234a455 · inbound
TradingMoE: Routing the Right Experts in Evolving Markets A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.