risk aversion

e-GAI: e-value-based Generalized $α$-Investing for Online False Discovery Rate Control ICML 2025 Risk-averse Total-reward MDPs with ERM and EVaR AAAI 2025 Tractable Multi-Agent Reinforcement Learning through Behavioral Economics ICLR 2025 Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context NeurIPS 2024 Risk-Averse Fine-tuning of Large Language Models NeurIPS 2024 Distributionally-Aware Kernelized Bandit Problems for Risk Aversion ICML 2022 Modeling Risky Choices in Unknown Environments ACML 2021 The Price of Anarchy in ROSCAS with Risk Averse Agents AAAI 2021 Two steps to risk sensitivity NeurIPS 2021 Competition Among Contests: a Safety Level Analysis IJCAI 2020 Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation NeurIPS 2020 Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020 Risk-Averse Stochastic Convex Bandit AISTATS 2019 Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-Sum Objectives IJCAI 2018 Risk-sensitive Inverse Reinforcement Learning via Coherent Risk Models RSS 2017 Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents NeurIPS 2015 Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds NeurIPS 2012 Risk-Aversion in Multi-armed Bandits NeurIPS 2012 Tractable Objectives for Robust Policy Optimization NeurIPS 2012 A Reinforcement Learning Theory for Homeostatic Regulation NeurIPS 2011