Cover Image

On the Theory of Risk-Aware Agents: Bridging Actor-Critic and Economics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nauman, Michal, Cygan, Marek
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

A Case for Validation Buffer in Pessimistic Actor-Critic
by: Nauman, Michal, et al.
Published: (2024)

Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning
by: Nauman, Michal, et al.
Published: (2024)

Reward-Conditioned Reinforcement Learning
by: Nauman, Michal, et al.
Published: (2026)

Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control
by: Nauman, Michal, et al.
Published: (2024)

Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners
by: Nauman, Michal, et al.
Published: (2025)

Debate2Create: Robot Co-design via Multi-Agent LLM Debate
by: Qiu, Kevin, et al.
Published: (2025)

Risk-Sensitive Exponential Actor Critic
by: Granados, Alonso, et al.
Published: (2026)

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

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

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

floq: Training Critics via Flow-Matching for Scaling Compute in Value-Based RL
by: Agrawalla, Bhavya, et al.
Published: (2025)

What Matters in Hierarchical Search for Combinatorial Reasoning Problems?
by: Zawalski, Michał, et al.
Published: (2024)

Vid2Sid: Videos Can Help Close the Sim2Real Gap
by: Qiu, Kevin, et al.
Published: (2026)

Actor-Critic or Critic-Actor? A Tale of Two Time Scales
by: Bhatnagar, Shalabh, et al.
Published: (2022)

D2 Actor Critic: Diffusion Actor Meets Distributional Critic
by: Zhang, Lunjun, et al.
Published: (2025)

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

Generative Actor Critic
by: Qin, Aoyang, et al.
Published: (2025)

Scalable Neighborhood-Based Multi-Agent Actor-Critic
by: Goppelsroeder, Tim, et al.
Published: (2026)

Risk-sensitive Actor-Critic with Static Spectral Risk Measures for Online and Offline Reinforcement Learning
by: Moghimi, Mehrdad, et al.
Published: (2025)

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

Finite-Time Analysis of Three-Timescale Constrained Actor-Critic and Constrained Natural Actor-Critic Algorithms
by: Panda, Prashansa, et al.
Published: (2023)

An Actor-Critic Algorithm with Function Approximation for Risk Sensitive Cost Markov Decision Processes
by: Guin, Soumyajit, et al.
Published: (2025)

Bridging the Gap: Enabling Soft Actor Critic for High Performance Legged Locomotion
by: Sabatini, Gianluca, et al.
Published: (2026)

Simplicial Embeddings Improve Sample Efficiency in Actor-Critic Agents
by: Obando-Ceron, Johan, et al.
Published: (2025)

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

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

On the Convergence of Single-Timescale Actor-Critic
by: Kumar, Navdeep, et al.
Published: (2024)

Actor-Critic with Active Importance Sampling
by: Molaei, Majid, et al.
Published: (2026)

What Does Flow Matching Bring To TD Learning?
by: Agrawalla, Bhavya, et al.
Published: (2026)

ARAC: Adaptive Regularized Multi-Agent Soft Actor-Critic in Graph-Structured Adversarial Games
by: Shi, Ruochuan, et al.
Published: (2025)

PAC-Bayesian Soft Actor-Critic Learning
by: Tasdighi, Bahareh, et al.
Published: (2023)

Compatible Gradient Approximations for Actor-Critic Algorithms
by: Saglam, Baturay, et al.
Published: (2024)

Refined Analysis of Entropy-Regularized Actor-Critic
by: Labbi, Safwan, et al.
Published: (2026)

Actor-Critic Pretraining for Proximal Policy Optimization
by: Kernbach, Andreas, et al.
Published: (2026)

Emergence of Spatial Representation in an Actor-Critic Agent with Hippocampus-Inspired Sequence Generator
by: Lin, Xiao-Xiong, et al.
Published: (2025)

ACE : Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
by: Ji, Tianying, et al.
Published: (2024)

Provably Convergent Actor-Critic for MARL through Risk-aversion
by: Zhang, Yizhou, et al.
Published: (2026)

Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption
by: Frauenknecht, Bernd, et al.
Published: (2024)

RoboMorph: Evolving Robot Morphology using Large Language Models
by: Qiu, Kevin, et al.
Published: (2024)

CTD4 -- A Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple Critics
by: Valencia, David, et al.
Published: (2024)