conftrace_

reward function

291 papers

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Co-occurring keywords

reinforcement learning (4352) inverse reinforcement learning (205) imitation learning (744) policy learning (702) markov decision process (790) policy optimization (657) large language model (13587) preference learning (418) deep reinforcement learning (903) adversarial learning (1595)

Papers

EMOTE: An Explainable Architecture for Modelling the Other through Empathy IJCAI 2024
Solving Non-rectangular Reward-Robust MDPs via Frequency Regularization AAAI 2024
Recent Advancements in Inverse Reinforcement Learning AAAI 2024
Reward (Mis)design for Autonomous Driving (Abstract Reprint) AAAI 2024
Simplifying Constraint Inference with Inverse Reinforcement Learning NIPS 2024
Continual Reinforcement Learning for Controlled Text Generation COLING 2024
When to Trust LLMs: Aligning Confidence with Response Quality ACL 2024
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory NIPS 2024
Maximum entropy GFlowNets with soft Q-learning AISTATS 2024
Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment NIPS 2024
Decoding-Time Language Model Alignment with Multiple Objectives NIPS 2024
Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation NIPS 2024
LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble EMNLP 2024
Conditions on Preference Relations that Guarantee the Existence of Optimal Policies AISTATS 2024
Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning NIPS 2024
Learning Representations for Robust Human-Robot Interaction AAAI 2024
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health NIPS 2024
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NIPS 2024
Axioms for AI Alignment from Human Feedback NIPS 2024
Learning to Compress Prompt in Natural Language Formats NAACL 2024
Generative Flow Networks as Entropy-Regularized RL AISTATS 2024
SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning ACL 2024
LLMR: Knowledge Distillation with a Large Language Model-Induced Reward COLING 2024
Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code EMNLP 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model NIPS 2024