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goal-oriented reinforcement learning

5 papers

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Co-occurring keywords · papers mentioning both

stochastic shortest path (3) model-assisted policy optimization (1) goal relabeling (1) goal oriented (1) hindsight goal generation (1) non-stationary environment (1) dynamics model (1) hindsight experience replay (1) sparse reward (1) no-regret algorithm (1)

Papers

Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments NeurIPS 2022 Offline stochastic shortest path: Learning, evaluation and towards optimality UAI 2022 MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks IJCAI 2021 No-Regret Exploration in Goal-Oriented Reinforcement Learning ICML 2020 Exploration via Hindsight Goal Generation NeurIPS 2019