Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations

6 April 2025

Papers citing "Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations"

9 / 9 papers shown

Title
Enhancing Battery Storage Energy Arbitrage with Deep Reinforcement Learning and Time-Series Forecasting Manuel Sage Joshua Campbell Yaoyao Fiona Zhao AI4TS 65 2 0 25 Oct 2024
Reinforcement Learning for Battery Energy Storage Dispatch augmented with Model-based Optimizer Gayathri Krishnamoorthy A. Dubey 57 5 0 02 Sep 2021
Soft Actor-Critic Algorithms and Applications Tuomas Haarnoja Aurick Zhou Kristian Hartikainen George Tucker Sehoon Ha ... Vikash Kumar Henry Zhu Abhishek Gupta Pieter Abbeel Sergey Levine 162 2,461 0 13 Dec 2018
RUDDER: Return Decomposition for Delayed Rewards Jose A. Arjona-Medina Michael Gillhofer Michael Widrich Thomas Unterthiner Johannes Brandstetter Sepp Hochreiter 134 222 0 20 Jun 2018
Reinforcement Learning from Imperfect Demonstrations Yang Gao Huazhe Xu Ji Lin Feng Yu Sergey Levine Trevor Darrell 84 202 0 14 Feb 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 364 8,487 0 04 Jan 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 709 19,377 0 20 Jul 2017
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 323 3,812 0 18 Nov 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 429 13,348 0 09 Sep 2015