conftrace_

non-markovian reward

9 papers

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Also known as

NMR

Co-occurring keywords · papers mentioning both

reinforcement learning (4) preference-based reinforcement learning (2) regret bound (2) policy learning (2) automata synthesis (1) task segmentation (1) probabilistic reward machine (1) on-policy reinforcement learning (1) reward modelling (1) trajectory label (1)

Papers

Efficient Reinforcement Learning in Probabilistic Reward Machines AAAI 2025 Reinforcement Learning from Multi-level and Episodic Human Feedback L4DC 2025 Goal-Conditioned On-Policy Reinforcement Learning NeurIPS 2024 Consistent Aggregation of Objectives with Diverse Time Preferences Requires Non-Markovian Rewards NeurIPS 2023 Dueling RL: Reinforcement Learning with Trajectory Preferences AISTATS 2023 Preference Transformer: Modeling Human Preferences using Transformers for RL ICLR 2023 Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning NeurIPS 2022 DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning AAAI 2021 Reinforcement Learning with Non-Markovian Rewards AAAI 2020