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Addressing Function Approximation Error in Actor-Critic Methods
v1v2v3 (latest)

Addressing Function Approximation Error in Actor-Critic Methods

26 February 2018
Scott Fujimoto
H. V. Hoof
David Meger
    OffRL
ArXiv (abs)PDFHTML

Papers citing "Addressing Function Approximation Error in Actor-Critic Methods"

50 / 2,180 papers shown
Title
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey
Nikolaos Pippas
Cagatay Turkay
Elliot A. Ludvig
AIFin
193
4
0
20 Aug 2024
Training Verifiably Robust Agents Using Set-Based Reinforcement Learning
Training Verifiably Robust Agents Using Set-Based Reinforcement Learning
Manuel Wendl
Lukas Koller
Tobias Ladner
Matthias Althoff
OODOffRL
96
0
0
17 Aug 2024
Explaining an Agent's Future Beliefs through Temporally Decomposing
  Future Reward Estimators
Explaining an Agent's Future Beliefs through Temporally Decomposing Future Reward Estimators
Mark Towers
Yali Du
Christopher T. Freeman
Timothy J. Norman
71
1
0
15 Aug 2024
Experimental evaluation of offline reinforcement learning for HVAC
  control in buildings
Experimental evaluation of offline reinforcement learning for HVAC control in buildings
Jun Wang
Linyan Li
Qi Liu
Yu Yang
OffRLAI4CE
48
1
0
15 Aug 2024
A Single Goal is All You Need: Skills and Exploration Emerge from
  Contrastive RL without Rewards, Demonstrations, or Subgoals
A Single Goal is All You Need: Skills and Exploration Emerge from Contrastive RL without Rewards, Demonstrations, or Subgoals
Grace Liu
Michael Tang
Benjamin Eysenbach
OffRL
131
2
0
11 Aug 2024
F1tenth Autonomous Racing With Offline Reinforcement Learning Methods
F1tenth Autonomous Racing With Offline Reinforcement Learning Methods
Prajwal Koirala
Cody Fleming
OffRL
84
1
0
08 Aug 2024
Navigating the Human Maze: Real-Time Robot Pathfinding with Generative
  Imitation Learning
Navigating the Human Maze: Real-Time Robot Pathfinding with Generative Imitation Learning
Martin Moder
Stephen Adhisaputra
Josef Pauli
67
0
0
07 Aug 2024
Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning
Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning
Haozhe Ma
Zhengding Luo
Thanh Vinh Vo
Kuankuan Sima
Tze-Yun Leong
126
9
0
06 Aug 2024
Faster Model Predictive Control via Self-Supervised Initialization Learning
Faster Model Predictive Control via Self-Supervised Initialization Learning
Zhaoxin Li
Letian Chen
Rohan R. Paleja
S. Nageshrao
Matthew C. Gombolay
Matthew Gombolay
359
2
0
06 Aug 2024
Generalized Gaussian Temporal Difference Error for Uncertainty-aware Reinforcement Learning
Generalized Gaussian Temporal Difference Error for Uncertainty-aware Reinforcement Learning
Seyeon Kim
Joonhun Lee
Namhoon Cho
Sungjun Han
Seungeon Baek
122
0
0
05 Aug 2024
SelfBC: Self Behavior Cloning for Offline Reinforcement Learning
SelfBC: Self Behavior Cloning for Offline Reinforcement Learning
Shirong Liu
Chenjia Bai
Zixian Guo
Hao Zhang
Gaurav Sharma
Yang Liu
OffRL
105
3
0
04 Aug 2024
RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning
RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning
Yukinari Hisaki
Isao Ono
70
2
0
04 Aug 2024
Coordinating Planning and Tracking in Layered Control Policies via
  Actor-Critic Learning
Coordinating Planning and Tracking in Layered Control Policies via Actor-Critic Learning
Fengjun Yang
Nikolai Matni
OffRL
72
0
0
03 Aug 2024
Pre-trained Language Models Improve the Few-shot Prompt Ability of
  Decision Transformer
Pre-trained Language Models Improve the Few-shot Prompt Ability of Decision Transformer
Yu Yang
Pan Xu
VLMOffRL
85
2
0
02 Aug 2024
A Survey on Self-play Methods in Reinforcement Learning
A Survey on Self-play Methods in Reinforcement Learning
Chao Yu
Zelai Xu
Chengdong Ma
Chao Yu
Weijuan Tu
...
Deheng Ye
Wenbo Ding
Yaodong Yang
Yu Wang
Yu Wang
SyDaSSLOnRL
170
9
0
02 Aug 2024
Discretizing Continuous Action Space with Unimodal Probability
  Distributions for On-Policy Reinforcement Learning
Discretizing Continuous Action Space with Unimodal Probability Distributions for On-Policy Reinforcement Learning
Yuanyang Zhu
Zhi Wang
Yuanheng Zhu
Chunlin Chen
Dongbin Zhao
130
0
0
01 Aug 2024
On the Perturbed States for Transformed Input-robust Reinforcement
  Learning
On the Perturbed States for Transformed Input-robust Reinforcement Learning
Tung M. Luu
Haeyong Kang
Matthew Groh
Thanh Nguyen
Chang D. Yoo
OODAAMLOffRL
64
0
0
31 Jul 2024
Image-Based Deep Reinforcement Learning with Intrinsically Motivated
  Stimuli: On the Execution of Complex Robotic Tasks
Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks
David Valencia
Henry Williams
Yuning Xing
Trevor Gee
Minas V. Liarokapis
Bruce A. MacDonald
69
0
0
31 Jul 2024
How to Choose a Reinforcement-Learning Algorithm
How to Choose a Reinforcement-Learning Algorithm
Fabian Bongratz
Vladimir Golkov
Lukas Mautner
Luca Della Libera
Frederik Heetmeyer
Felix Czaja
Julian Rodemann
Daniel Cremers
68
1
0
30 Jul 2024
Language-Conditioned Offline RL for Multi-Robot Navigation
Language-Conditioned Offline RL for Multi-Robot Navigation
Steven D. Morad
Ajay Shankar
J. Blumenkamp
Amanda Prorok
LM&RoOffRL
104
7
0
29 Jul 2024
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement
  Learning
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning
Liyuan Mao
Haoran Xu
Weinan Zhang
Xianyuan Zhan
Amy Zhang
OffRL
116
19
0
29 Jul 2024
Anomalous State Sequence Modeling to Enhance Safety in Reinforcement
  Learning
Anomalous State Sequence Modeling to Enhance Safety in Reinforcement Learning
Leen Kweider
Maissa Abou Kassem
Ubai Sandouk
OffRL
80
0
0
29 Jul 2024
The Cross-environment Hyperparameter Setting Benchmark for Reinforcement
  Learning
The Cross-environment Hyperparameter Setting Benchmark for Reinforcement Learning
Andrew Patterson
Samuel Neumann
Raksha Kumaraswamy
Martha White
Adam White
68
2
0
26 Jul 2024
Reinforcement Learning for Sustainable Energy: A Survey
Reinforcement Learning for Sustainable Energy: A Survey
Koen Ponse
Felix Kleuker
Márton Fejér
Álvaro Serra-Gómez
Aske Plaat
Thomas M. Moerland
OffRLAI4CE
101
2
0
26 Jul 2024
LLM-Empowered State Representation for Reinforcement Learning
LLM-Empowered State Representation for Reinforcement Learning
Boyuan Wang
Yun Qu
Yuhang Jiang
Jianzhun Shao
Chang-rui Liu
Wenming Yang
Xiangyang Ji
89
14
0
18 Jul 2024
On Causally Disentangled State Representation Learning for Reinforcement
  Learning based Recommender Systems
On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems
Siyu Wang
Xiaocong Chen
Lina Yao
CML
57
0
0
18 Jul 2024
Reconfigurable Intelligent Surface Aided Vehicular Edge Computing: Joint Phase-shift Optimization and Multi-User Power Allocation
Reconfigurable Intelligent Surface Aided Vehicular Edge Computing: Joint Phase-shift Optimization and Multi-User Power Allocation
Kangwei Qi
Qiong Wu
Pingyi Fan
Nan Cheng
Wen Chen
Khaled B. Letaief
70
5
0
18 Jul 2024
Estimating Reaction Barriers with Deep Reinforcement Learning
Estimating Reaction Barriers with Deep Reinforcement Learning
Adittya Pal
65
0
0
17 Jul 2024
Ontology-driven Reinforcement Learning for Personalized Student Support
Ontology-driven Reinforcement Learning for Personalized Student Support
Ryan Hare
Ying Tang
43
1
0
14 Jul 2024
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource
  Provisioning in Container-based Clusters
DRPC: Distributed Reinforcement Learning Approach for Scalable Resource Provisioning in Container-based Clusters
Haoyu Bai
Minxian Xu
Kejiang Ye
Rajkumar Buyya
Chengzhong Xu
75
6
0
14 Jul 2024
A Benchmark Environment for Offline Reinforcement Learning in Racing
  Games
A Benchmark Environment for Offline Reinforcement Learning in Racing Games
Girolamo Macaluso
Alessandro Sestini
Andrew D. Bagdanov
OffRL
64
1
0
12 Jul 2024
Communication-Aware Reinforcement Learning for Cooperative Adaptive
  Cruise Control
Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control
Sicong Jiang
Seongjin Choi
Lijun Sun
80
1
0
12 Jul 2024
HACMan++: Spatially-Grounded Motion Primitives for Manipulation
HACMan++: Spatially-Grounded Motion Primitives for Manipulation
Bowen Jiang
Yilin Wu
Wenxuan Zhou
Chris Paxton
David Held
73
2
0
11 Jul 2024
Real-time system optimal traffic routing under uncertainties -- Can
  physics models boost reinforcement learning?
Real-time system optimal traffic routing under uncertainties -- Can physics models boost reinforcement learning?
Zemian Ke
Qiling Zou
Jiachao Liu
Sean Qian
AI4CE
54
8
0
10 Jul 2024
Intercepting Unauthorized Aerial Robots in Controlled Airspace Using
  Reinforcement Learning
Intercepting Unauthorized Aerial Robots in Controlled Airspace Using Reinforcement Learning
Francisco Giral
Ignacio Gómez
S. L. Clainche
72
0
0
09 Jul 2024
System stabilization with policy optimization on unstable latent
  manifolds
System stabilization with policy optimization on unstable latent manifolds
Steffen W. R. Werner
Benjamin Peherstorfer
67
2
0
08 Jul 2024
Augmented Bayesian Policy Search
Augmented Bayesian Policy Search
Mahdi Kallel
Debabrota Basu
R. Akrour
Carlo DÉramo
80
3
0
05 Jul 2024
The Impact of Quantization and Pruning on Deep Reinforcement Learning
  Models
The Impact of Quantization and Pruning on Deep Reinforcement Learning Models
Heng Lu
Mehdi Alemi
Reza Rawassizadeh
100
1
0
05 Jul 2024
Gradient-based Regularization for Action Smoothness in Robotic Control
  with Reinforcement Learning
Gradient-based Regularization for Action Smoothness in Robotic Control with Reinforcement Learning
I. Lee
Hoang-Giang Cao
Cong-Tinh Dao
Yu-Cheng Chen
I-Chen Wu
54
0
0
05 Jul 2024
Simplifying Deep Temporal Difference Learning
Simplifying Deep Temporal Difference Learning
Matteo Gallici
Mattie Fellows
Benjamin Ellis
B. Pou
Ivan Masmitja
Jakob Foerster
Mario Martin
OffRL
163
26
0
05 Jul 2024
Physics-Informed Model and Hybrid Planning for Efficient Dyna-Style
  Reinforcement Learning
Physics-Informed Model and Hybrid Planning for Efficient Dyna-Style Reinforcement Learning
Zakariae El Asri
Olivier Sigaud
Nicolas Thome
80
0
0
02 Jul 2024
To Switch or Not to Switch? Balanced Policy Switching in Offline Reinforcement Learning
To Switch or Not to Switch? Balanced Policy Switching in Offline Reinforcement Learning
Tao Ma
Xuzhi Yang
Zoltan Szabo
OffRL
150
0
0
01 Jul 2024
Benchmarks for Reinforcement Learning with Biased Offline Data and
  Imperfect Simulators
Benchmarks for Reinforcement Learning with Biased Offline Data and Imperfect Simulators
Ori Linial
Guy Tennenholtz
Uri Shalit
OffRL
78
1
0
30 Jun 2024
Diffusion Models for Offline Multi-agent Reinforcement Learning with
  Safety Constraints
Diffusion Models for Offline Multi-agent Reinforcement Learning with Safety Constraints
Jianuo Huang
OffRL
61
0
0
30 Jun 2024
KOROL: Learning Visualizable Object Feature with Koopman Operator
  Rollout for Manipulation
KOROL: Learning Visualizable Object Feature with Koopman Operator Rollout for Manipulation
Hongyi Chen
Abulikemu Abuduweili
Aviral Agrawal
Yunhai Han
Harish Ravichandar
Changliu Liu
Jeffrey Ichnowski
117
6
0
29 Jun 2024
Deep Reinforcement Learning Strategies in Finance: Insights into Asset
  Holding, Trading Behavior, and Purchase Diversity
Deep Reinforcement Learning Strategies in Finance: Insights into Asset Holding, Trading Behavior, and Purchase Diversity
Alireza Mohammadshafie
Akram Mirzaeinia
Haseebullah Jumakhan
Amir Mirzaeinia
AIFin
28
1
0
29 Jun 2024
PUZZLES: A Benchmark for Neural Algorithmic Reasoning
PUZZLES: A Benchmark for Neural Algorithmic Reasoning
Benjamin Estermann
Luca A. Lanzendörfer
Yannick Niedermayr
Roger Wattenhofer
112
6
0
29 Jun 2024
3D Operation of Autonomous Excavator based on Reinforcement Learning
  through Independent Reward for Individual Joints
3D Operation of Autonomous Excavator based on Reinforcement Learning through Independent Reward for Individual Joints
Yoonkyu Yoo
Donghwi Jung
Seong-Woo Kim
53
0
0
28 Jun 2024
Contextualized Hybrid Ensemble Q-learning: Learning Fast with Control
  Priors
Contextualized Hybrid Ensemble Q-learning: Learning Fast with Control Priors
Emma Cramer
Bernd Frauenknecht
Ramil Sabirov
Sebastian Trimpe
OffRLOnRL
117
5
0
28 Jun 2024
Autonomous Control of a Novel Closed Chain Five Bar Active Suspension
  via Deep Reinforcement Learning
Autonomous Control of a Novel Closed Chain Five Bar Active Suspension via Deep Reinforcement Learning
Nishesh Singh
Sidharth Ramesh
Abhishek Shankar
Jyotishka Duttagupta
Leander Stephen D'Souza
Sanjay Singh
32
0
0
27 Jun 2024
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