conftrace_

expected return

8 papers

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Co-occurring keywords · papers mentioning both

offline reinforcement learning (3) lower bound (2) model-based reinforcement learning (2) policy learning (2) reinforcement learning (2) monte carlo (1) meta-gradient learning (1) mode selection (1) trajectory simulation (1) multi-modal action distribution (1)

Papers

Learning on One Mode: Addressing Multi-modality in Offline Reinforcement Learning ICLR 2025 Outcome-Based Semifactuals for Reinforcement Learning ACML 2025 VinePPO: Refining Credit Assignment in RL Training of LLMs ICML 2025 A Tractable Inference Perspective of Offline RL NeurIPS 2024 Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective ICLR 2023 A Unified Framework for Alternating Offline Model Training and Policy Learning NeurIPS 2022 Balancing Constraints and Rewards with Meta-Gradient D4PG ICLR 2021 Regularized Policy Gradients: Direct Variance Reduction in Policy Gradient Estimation ACML 2015