conftrace_

risk aversion

16 papers

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Co-occurring keywords

markov decision process (790) decision making (175) game theory (854) reinforcement learning (4352) multi-armed bandit (1098) regret bound (1926) conditional value-at-risk (28) large language model (13587) risk-averse reinforcement learning (10) stochastic optimization (1060)

Papers

Risk-averse Total-reward MDPs with ERM and EVaR AAAI 2025
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context NIPS 2024
Risk-Averse Fine-tuning of Large Language Models NIPS 2024
Distributionally-Aware Kernelized Bandit Problems for Risk Aversion ICML 2022
Two steps to risk sensitivity NIPS 2021
The Price of Anarchy in ROSCAS with Risk Averse Agents AAAI 2021
Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation NIPS 2020
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020
Competition Among Contests: a Safety Level Analysis 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 NIPS 2015
Tractable Objectives for Robust Policy Optimization NIPS 2012
Risk-Aversion in Multi-armed Bandits NIPS 2012
Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds NIPS 2012