Researcher Evidence Record

Pawe{\l} Wawrzy\'nski

This bounded record lists 16 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include cs.LG, cs.NE, cs.AI work dated 2020 to 2025. The record describes sources and coverage; it makes no judgment about the person.

Compiled coverage vector

Measured lane counts only. Not a trust score or person verdict.

Identity 2 canonical identity row plus typed public identifiers Pith papers 16 attributed paper rows in the Pith corpus, itemized below Imported works 0 imported works beyond the paper ledger Current reviews 0 of 16 papers carrying a current Pith review; presence, not outcome Sourced citations 5 of 16 works with a source-named citation count Coauthors 26 distinct coauthors across shared paper rows

Enumerated paper scope: 4 fields (cs.LG, cs.NE, cs.AI, +1 more) · 2020-2025 sources: authors, author_identifiers · paper_authors · author_works · current_verdicts · cited_works

A sourced case file for attributed work. It is neither a profile score nor a verdict about this researcher.

Attributed works

A bounded ledger from the Pith paper and imported-work queries. Counts and source confidence stay with each work.

2025 Pith paper
Communication-Enhanced Tutoring for Efficient Decentralized Multi-Agent Reinforcement Learning

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

5

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2024 Pith paper
HINT: Hypernetwork Approach to Training Weight Interval Regions in Continual Learning

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

4

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2024 Pith paper

Graph Vertex Embeddings: Distance, Regularization and Community Detection

cs.SI provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

5

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper

Actor-Critic with variable time discretization via sustained actions

cs.AI provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper

On-line reinforcement learning for optimization of real-life energy trading strategy

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2022 Pith paper

Emergency action termination for immediate reaction in hierarchical reinforcement learning

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2022 Pith paper
Reinforcement learning with experience replay and adaptation of action dispersion

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2022 Pith paper

ReGAE: Graph autoencoder based on recursive neural networks

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2022 Pith paper

Logarithmic Continual Learning

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2021 Pith paper
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2021 Pith paper

Reinforcement Learning for on-line Sequence Transformation

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2021 Pith paper

Least Redundant Gated Recurrent Neural Network

cs.NE provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2021 Pith paper

ACERAC: Efficient reinforcement learning in fine time discretization

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2020 Pith paper

BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2020 Pith paper
A framework for reinforcement learning with autocorrelated actions

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2020 Pith paper

DCT-Conv: Coding filters in convolutional networks with Discrete Cosine Transform

cs.NE provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Pawe{\l} Wawrzy\'nski

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.

Evidence apparatus

The machinery behind this record. Every lane states whether Pith measured it, did not query it, could not reach it, or withheld it.

Lane	State	Observed	Boundary and source
identity	Measured	2	Canonical identity row plus public typed identifiers. source=authors, author_identifiers
papers	Measured	16 of 16 bounded rows	Rows attributed to this author UUID in the Pith corpus. source=paper_authors
works	Measured zero	0 of 0 bounded rows	Imported works not duplicated by the paper ledger. source=author_works
reviews	Measured zero	0 of 16 bounded rows	Coverage count only. No review outcome is projected onto the person. source=current_verdicts
citations	Measured	5 of 16 bounded rows	Counts remain itemized by work and source. source=cited_works
coauthors	Measured	26 of 16 bounded rows	Shared-work edges from admitted paper rows. source=paper_authors
account	Unavailable	No public count of 1 bounded rows	Account metadata is separate from corpus evidence. source=users.author_id

Public identity sources

name variant
Pawe{\l} Wawrzy\'nski backfill
confidence 0.6

identity history

Enumerated research scope

Fields and dates come only from enumerated, non-disputed Pith paper rows. They do not claim career completeness.

cs.LG12 rows
cs.NE2 rows
cs.AI1 rows
cs.SI1 rows
20203 rows
20214 rows
20224 rows
20232 rows
20242 rows
20251 rows

Shared-work index

Adam Ma{\l}kowski2 shared rows
paper_authors
Anna Bielawska1 shared rows
paper_authors
Artur Grudkowski1 shared rows
paper_authors
Bogusz Stefa\'nczyk1 shared rows
paper_authors
Daniel Cie\'slak1 shared rows
paper_authors
Daniel Marczak3 shared rows
paper_authors
Dominik Bogucki1 shared rows
paper_authors
Grzegorz Rype\'s\'c1 shared rows
paper_authors
Jakub Grzechoci\'nski1 shared rows
paper_authors
Jakub {\L}yskawa4 shared rows
paper_authors
Kamil Deja3 shared rows
paper_authors
Kamil Ksi\k{a}\.zek1 shared rows
paper_authors
Karol Ch\k{e}ci\'nski1 shared rows
paper_authors
Maciej Wojtala1 shared rows
paper_authors
Marcin Szulc1 shared rows
paper_authors
Mateusz Ostaszewski2 shared rows
paper_authors
Micha{\l} Bortkiewicz1 shared rows
paper_authors
Patryk Krukowski1 shared rows
paper_authors
Pawe{\l} Batorski1 shared rows
paper_authors
Piotr Sok\'o{\l}1 shared rows
paper_authors
Przemys{\l}aw Spurek1 shared rows
paper_authors
Rados{\l}aw Nowak1 shared rows
paper_authors
Tomasz Trzci\'nski4 shared rows
paper_authors
Wojciech Masarczyk4 shared rows
paper_authors
{\L}ukasz Lepak4 shared rows
paper_authors
{\L}ukasz Neumann1 shared rows
paper_authors

Record scope

The work queries are bounded. Missing rows may mean measured zero, an unavailable source, a query that did not run, or private data that Pith withheld. The lane table keeps those cases separate.

Paper findings remain attached to papers. They do not become findings about this researcher.

Self-published account annex

Linked Pith account

Unavailable No public Pith account is linked to this corpus identity.

The account lane is self-published. Linking proves account control only and changes no corpus fact.