conftrace_

inverse reinforcement learning

205 papers

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Also known as

IRL

Co-occurring keywords

reward function (291) imitation learning (744) policy learning (702) markov decision process (790) reward learning (68) multi-agent system (1819) bayesian inference (1907) maximum entropy (91) preference learning (418) expert demonstration (38)

Papers

Learning Multi-agent Behaviors from Distributed and Streaming Demonstrations NIPS 2023
Necessary and Sufficient Conditions for Inverse Reinforcement Learning of Bayesian Stopping Time Problems JMLR 2023
A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models UAI 2023
Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons ICML 2023
Inverse Reinforcement Learning for Text Summarization EMNLP 2023
Explanation-Guided Reward Alignment IJCAI 2023
A Pragmatic Look at Deep Imitation Learning ACML 2023
Imitation Learning As State Matching via Differentiable Physics CVPR 2023
Transferable Curricula through Difficulty Conditioned Generators IJCAI 2023
Identifiability and Generalizability in Constrained Inverse Reinforcement Learning ICML 2023
Towards Theoretical Understanding of Inverse Reinforcement Learning ICML 2023
Multi-task Hierarchical Adversarial Inverse Reinforcement Learning ICML 2023
A Bayesian Approach to Robust Inverse Reinforcement Learning CORL 2023
A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines ICML 2022
How Private Is Your RL Policy? An Inverse RL Based Analysis Framework AAAI 2022
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning ICML 2022
Interactive Inverse Reinforcement Learning for Cooperative Games ICML 2022
Admissible Policy Teaching through Reward Design AAAI 2022
Active Exploration for Inverse Reinforcement Learning NIPS 2022
Distributed Inverse Constrained Reinforcement Learning for Multi-agent Systems NIPS 2022
Watch and Match: Supercharging Imitation with Regularized Optimal Transport CORL 2022
Learning from an Exploring Demonstrator: Optimal Reward Estimation for Bandits AISTATS 2022
Graph Inverse Reinforcement Learning from Diverse Videos CORL 2022
Receding Horizon Inverse Reinforcement Learning NIPS 2022
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees NIPS 2022