mlsanityData to 13 Oct 2026

Architecture of Automated Crypto-Finance Agent

arXiv 2107.07769 ↗First posted 16 Jul 2021cs.AI cs.CE cs.MAcited by 3

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Abstract (arXiv)

We present the cognitive architecture of an autonomous agent for active portfolio management in decentralized finance, involving activities such as asset selection, portfolio balancing, liquidity provision, and trading. Partial implementation of the architecture is provided and supplied with preliminary results and conclusions.

Key facts. Cited by 3 papers in the map (data through 13 Oct 2026). Builds on 3 of its 10 references that are in the map. First posted on arXiv 16 Jul 2021.

Builds on

3 of 10 references.

References · 3

  1. 2019Reinforcement Learning for Market Making in a Multi-agent Dealer Marketcited by 35
  2. 2018Using Deep Learning for price prediction by exploiting stationary limit order book featurescited by 27
  3. 2015A zero-sum monetary system, interest rates, and implicationscited by 1

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Cited by year (2026 to 13 Oct)

Citing papers per year: 2022: 2; 2023: 0; 2024: 0; 2025: 0; 2026: 1.

3 papers.

  1. 2022Forecasting Bitcoin volatility spikes from whale transactions and CryptoQuant data using Synthesizer Transformer modelscited by 3
  2. 2022Causal Analysis of Generic Time Series Data Applied for Market Predictioncited by 2
  3. 2026SoK: A Systematic Bidirectional Literature Review of AI & DLT Convergencecited by 0