conftrace_

value-based method

10 papers

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Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) value-based reinforcement learning (8) policy iteration (99) value function (295) policy gradient (520) td learning (3) policy-based method (3) model-based method (14) hierarchical control (13)

Papers

On the Model-Misspecification in Reinforcement Learning AISTATS 2024
Small batch deep reinforcement learning NIPS 2023
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping NIPS 2022
Sample Complexity Bounds for Two Timescale Value-based Reinforcement Learning Algorithms AISTATS 2021
Reinforcement Learning in Newcomblike Environments NIPS 2021
An operator view of policy gradient methods NIPS 2020
A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms AISTATS 2020
Multi-Task Deep Reinforcement Learning with PopArt AAAI 2019
MAVEN: Multi-Agent Variational Exploration NIPS 2019
Off-Policy Evaluation via Off-Policy Classification NIPS 2019