conftrace_

successor representation

15 papers

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Also known as

SR

Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) exploration bonus (38) exploration strategy (96) temporal abstraction (75) skill discovery (45) state representation (62) representation learning (6206) state space coverage (2) diverse skill (1)

Papers

Exploration by Learning Diverse Skills through Successor State Representations NIPS 2024
Learning to Assist Humans without Inferring Rewards NIPS 2024
Successor-Predecessor Intrinsic Exploration NIPS 2023
Maximum State Entropy Exploration using Predecessor and Successor Representations NIPS 2023
Temporal Abstraction in Reinforcement Learning with the Successor Representation JMLR 2023
A State Representation for Diminishing Rewards NIPS 2023
On the Generalization of Representations in Reinforcement Learning AISTATS 2022
Successor Feature Sets: Generalizing Successor Representations Across Policies AAAI 2021
A Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation ICML 2021
An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning NIPS 2021
Count-Based Exploration with the Successor Representation AAAI 2020
Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction NIPS 2020
Successor Options: An Option Discovery Framework for Reinforcement Learning IJCAI 2019
Better Transfer Learning with Inferred Successor Maps NIPS 2019
A neurally plausible model learns successor representations in partially observable environments NIPS 2019