inverse-reinforcement-learning topic
fast_irl
Contains implementation of the FILTER algorithm for exponentially faster inverse reinforcement learning.
generalization-reinforcement-learning
A Survey Analyzing Generalization in Deep Reinforcement Learning
bayesian_irl
Bayesian Inverse Reinforcement Learning with simple environments
max-causal-ent-irl
Maximum Causal Entropy Inverse Reinforcement Learning
Prompt-OIRL
code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning
Maximum-Entropy-Deep-IRL
Implementations of Maximum Entropy Algorithms for solving Inverse Reinforcement Learning problems.
2023-Reinforcement-Learning-Conferences-Papers
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
official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and Alternatives