conftrace_

value estimation

47 papers

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Co-occurring keywords

reinforcement learning (4352) offline reinforcement learning (492) deep reinforcement learning (903) policy learning (702) off-policy learning (228) continuous control (246) model-based reinforcement learning (415) policy optimization (657) policy evaluation (115) monte carlo tree search (271)

Papers

Imagination-Limited Q-Learning for Offline Reinforcement Learning IJCAI 2025
On task-relevant loss functions in meta-reinforcement learning L4DC 2024
The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning NIPS 2024
Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn NIPS 2024
Offline Policy Evaluation and Optimization Under Confounding AISTATS 2024
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning NIPS 2024
The Statistical Benefits of Quantile Temporal-Difference Learning for Value Estimation ICML 2023
Bigger, Better, Faster: Human-level Atari with human-level efficiency ICML 2023
Toward Efficient Gradient-Based Value Estimation ICML 2023
Quantile Credit Assignment ICML 2023
Online Tuning for Offline Decentralized Multi-Agent Reinforcement Learning AAAI 2023
Planning and Learning with Adaptive Lookahead AAAI 2023
Multi-Horizon Learning in Procedurally-Generated Environments for Off-Policy Reinforcement Learning (Student Abstract) AAAI 2023
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration NIPS 2023
Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning NIPS 2023
Understanding, Predicting and Better Resolving Q-Value Divergence in Offline-RL NIPS 2023
Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off NIPS 2023
Conservative State Value Estimation for Offline Reinforcement Learning NIPS 2023
Learning Foresightful Dense Visual Affordance for Deformable Object Manipulation ICCV 2023
Adaptive Estimation Q-learning with Uncertainty and Familiarity IJCAI 2023
Controlling Underestimation Bias in Reinforcement Learning via Quasi-median Operation AAAI 2022
Search-based Reinforcement Learning through Bandit Linear Optimization IJCAI 2022
Model-Value Inconsistency as a Signal for Epistemic Uncertainty ICML 2022
Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks ICML 2022
Efficient Continuous Control with Double Actors and Regularized Critics AAAI 2022