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

When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence AISTATS 2021
Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations ICML 2021
Inverse Constrained Reinforcement Learning ICML 2021
Inverse Reinforcement Learning From Like-Minded Teachers AAAI 2021
Inverse Reinforcement Learning with Explicit Policy Estimates AAAI 2021
Inverse Reinforcement Learning with Natural Language Goals AAAI 2021
How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? ACL 2021
IQ-Learn: Inverse soft-Q Learning for Imitation NIPS 2021
Inverse Reinforcement Learning in a Continuous State Space with Formal Guarantees NIPS 2021
Identifiability in inverse reinforcement learning NIPS 2021
Uncertain Decisions Facilitate Better Preference Learning NIPS 2021
Distributionally Robust Imitation Learning NIPS 2021
Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch NIPS 2021
Iterative Teacher-Aware Learning NIPS 2021
Langevin Dynamics for Adaptive Inverse Reinforcement Learning of Stochastic Gradient Algorithms JMLR 2021
How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? IJCNLP 2021
Learning Human Objectives by Evaluating Hypothetical Behavior ICML 2020
Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions AISTATS 2020
f-IRL: Inverse Reinforcement Learning via State Marginal Matching CORL 2020
Pitfalls of Learning a Reward Function Online IJCAI 2020
The Unreasonable Effectiveness of Inverse Reinforcement Learning in Advancing Cancer Research AAAI 2020
Learning from Demonstrations using Signal Temporal Logic CORL 2020
Inverse Reinforcement Learning from a Gradient-based Learner NIPS 2020
Intrinsic Reward Driven Imitation Learning via Generative Model ICML 2020
Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions ICML 2020