Cover Image

PAC-Bayesian Soft Actor-Critic Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tasdighi, Bahareh, Akgül, Abdullah, Haussmann, Manuel, Brink, Kenny Kazimirzak, Kandemir, Melih
Format:	Preprint
Published:	2023
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Adaptive Ensemble Aggregation for Actor-Critics
by: Werge, Nicklas, et al.
Published: (2025)

Deep Actor-Critics with Tight Risk Certificates
by: Tasdighi, Bahareh, et al.
Published: (2025)

Deep Exploration with PAC-Bayes
by: Tasdighi, Bahareh, et al.
Published: (2024)

Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning
by: Akgül, Abdullah, et al.
Published: (2024)

ObjectRL: An Object-Oriented Reinforcement Learning Codebase
by: Baykal, Gulcin, et al.
Published: (2025)

Improving Actor-Critic Training with Steerable Action-Value Approximation Errors
by: Tasdighi, Bahareh, et al.
Published: (2024)

Overcoming Non-stationary Dynamics with Evidential Proximal Policy Optimization
by: Akgül, Abdullah, et al.
Published: (2025)

Distributional Active Inference
by: Akgül, Abdullah, et al.
Published: (2026)

Continual Learning of Multi-modal Dynamics with External Memory
by: Akgül, Abdullah, et al.
Published: (2022)

Weighted Sequential Bayesian Inference for Non-Stationary Linear Contextual Bandits
by: Werge, Nicklas, et al.
Published: (2023)

A Measure-Theoretic Finite-Sample Theory for Adaptive-Data Fitted Q-Iteration
by: Haussmann, Manuel, et al.
Published: (2026)

Calibrating Bayesian UNet++ for Sub-Seasonal Forecasting
by: Asan, Busra, et al.
Published: (2024)

Hitting Time Isomorphism for Multi-Stage Planning with Foundation Policies
by: Boock, Magnus Victor, et al.
Published: (2026)

Bridging the Performance Gap Between Target-Free and Target-Based Reinforcement Learning
by: Vincent, Théo, et al.
Published: (2025)

Safe Langevin Soft Actor Critic
by: Keswani, Mahesh, et al.
Published: (2026)

Revisiting Discrete Soft Actor-Critic
by: Zhou, Haibin, et al.
Published: (2022)

Average-Reward Soft Actor-Critic
by: Adamczyk, Jacob, et al.
Published: (2025)

Wasserstein Barycenter Soft Actor-Critic
by: Shahrooei, Zahra, et al.
Published: (2025)

Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning
by: Ishfaq, Haque, et al.
Published: (2025)

Learning Without Time-Based Embodiment Resets in Soft-Actor Critic
by: Farrahi, Homayoon, et al.
Published: (2025)

Symmetries in PAC-Bayesian Learning
by: Beck, Armin, et al.
Published: (2025)

Decorrelated Soft Actor-Critic for Efficient Deep Reinforcement Learning
by: Küçükoğlu, Burcu, et al.
Published: (2025)

EdVAE: Mitigating Codebook Collapse with Evidential Discrete Variational Autoencoders
by: Baykal, Gulcin, et al.
Published: (2023)

Disentanglement with Factor Quantized Variational Autoencoders
by: Baykal, Gulcin, et al.
Published: (2024)

Distributional Soft Actor-Critic with Three Refinements
by: Duan, Jingliang, et al.
Published: (2023)

Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures
by: Flynn, Hamish, et al.
Published: (2023)

Generative Actor-Critic with Soft Bridge Policies
by: He, Ke, et al.
Published: (2026)

Distributional Soft Actor-Critic with Diffusion Policy
by: Liu, Tong, et al.
Published: (2025)

S$^2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
by: Messaoud, Safa, et al.
Published: (2024)

Actor-Critic Reinforcement Learning with Phased Actor
by: Wu, Ruofan, et al.
Published: (2024)

DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning
by: Ma, Xiaoteng, et al.
Published: (2020)

Causal Policy Learning in Reinforcement Learning: Backdoor-Adjusted Soft Actor-Critic
by: Vo, Thanh Vinh, et al.
Published: (2025)

SACn: Soft Actor-Critic with n-step Returns
by: Łyskawa, Jakub, et al.
Published: (2025)

Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns
by: Tian, Dong, et al.
Published: (2025)

ISAACS: Iterative Soft Adversarial Actor-Critic for Safety
by: Hsu, Kai-Chieh, et al.
Published: (2022)

Actor-Critic without Actor
by: Ki, Donghyeon, et al.
Published: (2025)

Dissecting Discrete Soft Actor-Critic: Limitations and Principled Alternatives
by: Asad, Reza, et al.
Published: (2025)

Efficient Exploration in Deep Reinforcement Learning: A Novel Bayesian Actor-Critic Algorithm
by: Rozanov, Nikolai
Published: (2024)

Bounded Exploration with World Model Uncertainty in Soft Actor-Critic Reinforcement Learning Algorithm
by: Qiao, Ting, et al.
Published: (2024)

DSAC-C: Constrained Maximum Entropy for Robust Discrete Soft-Actor Critic
by: Neo, Dexter, et al.
Published: (2023)