Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments | Paper Citation Record

Observation e14aaef1-00af-43f1-bff2-4e5f80decd75 · outbound

This paper cites Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Deep reinforcement learning at the edge of the statistical precipice

Reference 2

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This paper cites Layer Normalization.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Layer Normalization

Reference 3

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This paper cites CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity

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This paper cites Online Abstraction with MDP Homomorphisms for Deep Learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Online Abstraction with MDP Homomorphisms for Deep Learning

Reference 5

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This paper cites Scalable methods for computing state similarity in deterministic markov decision processes.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Scalable methods for computing state similarity in deterministic markov decision processes

Reference 6

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This paper cites Mico: Improved representations via sampling-based state similarity for markov decision processes.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Mico: Improved representations via sampling-based state similarity for markov decision processes

Reference 7

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This paper cites A Kernel Perspective on Behavioural Metrics for Markov Decision Processes.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments A Kernel Perspective on Behavioural Metrics for Markov Decision Processes

Reference 8

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Observation fc4e8565-3c9c-4dc4-818c-f3b254e2ce68 · outbound

This paper cites Learning representations via a robust behavioral metric for deep reinforcement learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Learning representations via a robust behavioral metric for deep reinforcement learning

Reference 9

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This paper cites State chrono representation for enhancing generalization in reinforcement learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments State chrono representation for enhancing generalization in reinforcement learning

Reference 10

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This paper cites Offline reinforcement learning with pseudometric learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Offline reinforcement learning with pseudometric learning

Reference 11

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This paper cites Bisimulation for labelled markov processes.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Bisimulation for labelled markov processes

Reference 12

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This paper cites Provably efficient rl with rich observations via latent state decoding.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Provably efficient rl with rich observations via latent state decoding

Reference 13

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This paper cites Differential privacy.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Differential privacy

Reference 14

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This paper cites Provable RL with Exogenous Distractors via Multistep Inverse Dynamics.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Provable RL with Exogenous Distractors via Multistep Inverse Dynamics

Reference 15

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This paper cites Metrics for finite markov decision processes.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Metrics for finite markov decision processes

Reference 16

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This paper cites Bisimulation metrics for continuous markov decision processes.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Bisimulation metrics for continuous markov decision processes

Reference 17

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This paper cites For sale: State-action representation learning for deep reinforcement learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments For sale: State-action representation learning for deep reinforcement learning

Reference 18

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This paper cites Deepmdp: Learning continuous latent space models for representation learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Deepmdp: Learning continuous latent space models for representation learning

Reference 19

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This paper cites Fully homomorphic encryption using ideal lattices.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Fully homomorphic encryption using ideal lattices

Reference 20

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This paper cites Equivalence notions and model minimization in markov decision processes.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Equivalence notions and model minimization in markov decision processes

Reference 21

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This paper cites Measuring visual generalization in continuous control from pixels, 2020.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Measuring visual generalization in continuous control from pixels, 2020

Reference 22

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This paper cites Bootstrap your own latent-a new approach to self-supervised learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Bootstrap your own latent-a new approach to self-supervised learning

Reference 23

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This paper cites Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor

Reference 24

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Generalization in reinforcement learning by soft data augmentation

Reference 25

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This paper cites TD-MPC2: Scalable, Robust World Models for Continuous Control.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments TD-MPC2: Scalable, Robust World Models for Continuous Control

Reference 26

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This paper cites Bisimulation makes analogies in goal-conditioned reinforcement learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Bisimulation makes analogies in goal-conditioned reinforcement learning

Reference 27

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This paper cites Dropout Q-Functions for Doubly Efficient Reinforcement Learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Dropout Q-Functions for Doubly Efficient Reinforcement Learning

Reference 28

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This paper cites Offline RL with Observation Histories: Analyzing and Improving Sample Complexity.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Offline RL with Observation Histories: Analyzing and Improving Sample Complexity

Reference 29

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Robust estimation of a location parameter

Reference 30

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This paper cites Dissecting Deep RL with High Update Ratios: Combatting Value Divergence.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Dissecting Deep RL with High Update Ratios: Combatting Value Divergence

Reference 31

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information

Reference 32

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This paper cites Notes on state abstractions, 2018.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Notes on state abstractions, 2018

Reference 33

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This paper cites The Kinetics Human Action Video Dataset.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments The Kinetics Human Action Video Dataset

Reference 34

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Towards robust bisimulation metric learning

Reference 35

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Actor-critic algorithms

Reference 36

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments On the necessity of abstraction

Reference 37

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Towards a unified theory of state abstraction for mdps

Reference 38

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Normalization Enhances Generalization in Visual Reinforcement Learning

Reference 39

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This paper cites Does self-supervised learning really improve reinforcement learning from pixels? Advances in Neural Information Processing Systems, 35: 0 30865--30881, 2022.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Does self-supervised learning really improve reinforcement learning from pixels? Advances in Neural Information Processing Systems, 35: 0 30865--30881, 2022

Reference 40

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This paper cites Policy-independent behavioral metric-based representation for deep reinforcement learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Policy-independent behavioral metric-based representation for deep reinforcement learning

Reference 41

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This paper cites Robust representation learning by clustering with bisimulation metrics for visual reinforcement learning with distractions.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Robust representation learning by clustering with bisimulation metrics for visual reinforcement learning with distractions

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments A calculus of communicating systems

Reference 43

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This paper cites Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making

Reference 44

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning

Reference 45

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This paper cites Bridging State and History Representations: Understanding Self-Predictive RL.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Bridging State and History Representations: Understanding Self-Predictive RL

Reference 46

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Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Control-oriented model-based reinforcement learning with implicit differentiation

Reference 47

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This paper cites Labelled Markov Processes.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Labelled Markov Processes

Reference 48

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This paper cites Policy gradient methods in the presence of symmetries and state abstractions.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Policy gradient methods in the presence of symmetries and state abstractions

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:13.298662Z

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This paper cites Concurrency and automata on infinite sequences.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Concurrency and automata on infinite sequences

Reference 50

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This paper cites State-action similarity-based representations for off-policy evaluation.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments State-action similarity-based representations for off-policy evaluation

Reference 51

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This paper cites An algebraic approach to abstraction in reinforcement learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments An algebraic approach to abstraction in reinforcement learning

Reference 52

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This paper cites Model minimization in hierarchical reinforcement learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Model minimization in hierarchical reinforcement learning

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:12.514760Z

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Observation fb3364eb-b99b-4fe9-bf9e-ef2453325940 · outbound

This paper cites Continuous mdp homomorphisms and homomorphic policy gradient.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Continuous mdp homomorphisms and homomorphic policy gradient

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:12.371374Z

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Observation 5d1e18c3-e85b-4599-8fcf-5576952ec28c · outbound

This paper cites Learning Action-based Representations Using Invariance.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Learning Action-based Representations Using Invariance

Reference 55

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Observation 0b58ff51-e8f0-48eb-b82f-6a086d098ca2 · outbound

This paper cites Facenet: A unified embedding for face recognition and clustering.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Facenet: A unified embedding for face recognition and clustering

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:12.215444Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aacff5eb-c4b3-4ba5-ac6d-3b9a6edfe064 · outbound

This paper cites Data-Efficient Reinforcement Learning with Self-Predictive Representations.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Data-Efficient Reinforcement Learning with Self-Predictive Representations

Reference 57

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Observation 5fd4873b-5137-480a-9f76-3412cba45740 · outbound

This paper cites Bisimulation metric for Model Predictive Control.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Bisimulation metric for Model Predictive Control

Reference 58

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Observation ffeb9102-a325-48c2-8769-e5630f47905e · outbound

This paper cites Reinforcement learning with soft state aggregation.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Reinforcement learning with soft state aggregation

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:12.002559Z

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Observation 9049565e-2b4a-44b2-8be0-bc466da837ba · outbound

This paper cites A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning

Reference 60

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Observation bbe7f5bf-f3f4-4e6c-ac12-f37294582b35 · outbound

This paper cites The Distracting Control Suite -- A Challenging Benchmark for Reinforcement Learning from Pixels.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments The Distracting Control Suite -- A Challenging Benchmark for Reinforcement Learning from Pixels

Reference 61

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Observation 5d38d754-8f0d-4bd0-9436-f6c5b17ea498 · outbound

This paper cites Approximate information state for approximate planning and reinforcement learning in partially observed systems.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Approximate information state for approximate planning and reinforcement learning in partially observed systems

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:11.853121Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2bdfd756-83ac-44a5-aafa-613e25fea1e5 · outbound

This paper cites DeepMind Control Suite.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments DeepMind Control Suite

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:07.623587Z

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Observation 5cadb823-c646-48a9-968e-b1a8aae70913 · outbound

This paper cites Lax probabilistic bisimulation.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Lax probabilistic bisimulation

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:11.635694Z

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Observation 6d4f6ab7-e5e1-416c-b58c-f381b4871e22 · outbound

This paper cites Learning Representations for Pixel-based Control: What Matters and Why?.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Learning Representations for Pixel-based Control: What Matters and Why?

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:07.756955Z

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Observation d2ad554f-ef64-4e00-94e9-dd55c99069ee · outbound

This paper cites dm\_control: Software and tasks for continuous control.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments dm\_control: Software and tasks for continuous control

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:07.869845Z

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Observation a1863e4a-5ea5-45cd-935c-f9893becef74 · outbound

This paper cites Plannable Approximations to MDP Homomorphisms: Equivariance under Actions.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Plannable Approximations to MDP Homomorphisms: Equivariance under Actions

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:07.966060Z

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Observation 25028b49-4390-48a3-8642-48798d115c7c · outbound

This paper cites Mdp homomorphic networks: Group symmetries in reinforcement learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Mdp homomorphic networks: Group symmetries in reinforcement learning

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:11.402431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76f8c420-993f-4d08-8869-c3e699ab28ca · outbound

This paper cites When does Self-Prediction help? Understanding Auxiliary Tasks in Reinforcement Learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments When does Self-Prediction help? Understanding Auxiliary Tasks in Reinforcement Learning

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:08.108971Z

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Observation 977ac222-ea26-496e-a7a7-baedeaf9a543 · outbound

This paper cites Efficient potential-based exploration in reinforcement learning using inverse dynamic bisimulation metric.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Efficient potential-based exploration in reinforcement learning using inverse dynamic bisimulation metric

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:11.238699Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e90c7c54-1f0e-42be-b1c1-c6d223bff424 · outbound

This paper cites Rethinking exploration in reinforcement learning with effective metric-based exploration bonus.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Rethinking exploration in reinforcement learning with effective metric-based exploration bonus

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:11.048518Z

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Observation 9c9c5dd5-7582-4680-9f1a-78961d4f25b2 · outbound

This paper cites Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:08.362608Z

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Observation b681e948-fb94-4a12-8579-4c9251b77a80 · outbound

This paper cites Improving sample efficiency in model-free reinforcement learning from images.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Improving sample efficiency in model-free reinforcement learning from images

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:10.905731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ca9e0fd8-5706-4d22-929f-61b9a4722915 · outbound

This paper cites Rl-vigen: A reinforcement learning benchmark for visual generalization.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Rl-vigen: A reinforcement learning benchmark for visual generalization

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:10.732423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88f09758-2d04-4bc8-91c3-0a9c7bbb457c · outbound

This paper cites Simsr: Simple distance-based state representations for deep reinforcement learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Simsr: Simple distance-based state representations for deep reinforcement learning

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:10.516198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 336e1ed6-9e01-4c97-991c-7509e3e44bf2 · outbound

This paper cites Understanding and addressing the pitfalls of bisimulation-based representations in offline reinforcement learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Understanding and addressing the pitfalls of bisimulation-based representations in offline reinforcement learning

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:10:10.296954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1b9d6aa3-31f5-480a-8477-4de65d0ab96f · outbound

This paper cites Natural Environment Benchmarks for Reinforcement Learning.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Natural Environment Benchmarks for Reinforcement Learning

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:08.787938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c31911ca-51a1-4fe3-9d1f-3e4581e9afdb · outbound

This paper cites Learning Invariant Representations for Reinforcement Learning without Reconstruction.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments Learning Invariant Representations for Reinforcement Learning without Reconstruction

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:08.875246Z

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Observation 4ac23cb1-3a23-4855-8ef0-985cb1ad2783 · outbound

This paper cites write newline.

Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments write newline

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:08.987854Z

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