conftrace_

discounted reward

8 papers

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Co-occurring keywords

value function (295) importance sampling (318) markov decision process (790) policy optimization (657) reinforcement learning (4352) infinite horizon (10) omega-regular decision process (1) omega-regular lookahead (1) finite-state markov decision process (1) unknown noise (2)

Papers

Omega-Regular Decision Processes AAAI 2024
Improved Sample Complexity Analysis of Natural Policy Gradient Algorithm with General Parameterization for Infinite Horizon Discounted Reward Markov Decision Processes AISTATS 2024
Truncating Trajectories in Monte Carlo Reinforcement Learning ICML 2023
Synthesis from Satisficing and Temporal Goals AAAI 2022
Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards ICML 2020
DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections NIPS 2019
Scale-free adaptive planning for deterministic dynamics & discounted rewards ICML 2019
On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes NIPS 2012