conftrace_

policy learning

702 papers

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Co-occurring keywords

reinforcement learning (4352) imitation learning (744) deep reinforcement learning (903) offline reinforcement learning (492) policy optimization (657) reward function (291) multi-agent system (1819) inverse reinforcement learning (205) markov decision process (790) robot manipulation (262)

Papers

Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning NIPS 2024
Diffusion Policies Creating a Trust Region for Offline Reinforcement Learning NIPS 2024
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NIPS 2024
MPC-inspired reinforcement learning for verifiable model-free control L4DC 2024
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning NIPS 2024
GenRL: Multimodal-foundation world models for generalization in embodied agents NIPS 2024
TGRL: An Algorithm for Teacher Guided Reinforcement Learning ICML 2023
Trustworthy Policy Learning under the Counterfactual No-Harm Criterion ICML 2023
MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations ICML 2023
Reward-Mixing MDPs with Few Latent Contexts are Learnable ICML 2023
Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning ICML 2023
Enhanced Simultaneous Machine Translation with Word-level Policies EMNLP 2023
Learning to Receive Help: Intervention-Aware Concept Embedding Models NIPS 2023
Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models NIPS 2023
Language Instructed Reinforcement Learning for Human-AI Coordination ICML 2023
SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations NIPS 2023
Learning Optimal Policy for Simultaneous Machine Translation via Binary Search ACL 2023
Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning NIPS 2023
For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal ICML 2023
Help Me Heal: A Reinforced Polite and Empathetic Mental Health and Legal Counseling Dialogue System for Crime Victims AAAI 2023
Expert Data Augmentation in Imitation Learning (Student Abstract) AAAI 2023
Inverse Reinforcement Learning for Text Summarization EMNLP 2023
Co-imitation: Learning Design and Behaviour by Imitation AAAI 2023
BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning NIPS 2023
Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition NIPS 2023