inverse-reinforcement-learning topic

List inverse-reinforcement-learning repositories

fast_irl

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Contains implementation of the FILTER algorithm for exponentially faster inverse reinforcement learning.

bayesian_irl

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Bayesian Inverse Reinforcement Learning with simple environments

max-causal-ent-irl

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Maximum Causal Entropy Inverse Reinforcement Learning

Prompt-OIRL

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code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning

Maximum-Entropy-Deep-IRL

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Implementations of Maximum Entropy Algorithms for solving Inverse Reinforcement Learning problems.

The proceedings of top conference in 2023 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

RewardModelingBeyondBradleyTerry

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official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and Alternatives