Bump tensorflow from 2.8.0 to 2.8.1 in /examples/research_projects/decision_transformer
Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.8.0 to 2.8.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a href="https://github.com/tensorflow/tensorflow/releases">tensorflow's releases</a>.</em></p>
<blockquote>
<h2>TensorFlow 2.8.1</h2>
<h1>Release 2.8.1</h1>
<p>This releases introduces several vulnerability fixes:</p>
<ul>
<li>Fixes a code injection in <code>saved_model_cli</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29216">CVE-2022-29216</a>)</li>
<li>Fixes a missing validation which causes <code>TensorSummaryV2</code> to crash (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29193">CVE-2022-29193</a>)</li>
<li>Fixes a missing validation which crashes <code>QuantizeAndDequantizeV4Grad</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29192">CVE-2022-29192</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>DeleteSessionTensor</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29194">CVE-2022-29194</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>GetSessionTensor</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29191">CVE-2022-29191</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>StagePeek</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29195">CVE-2022-29195</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>UnsortedSegmentJoin</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29197">CVE-2022-29197</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>LoadAndRemapMatrix</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29199">CVE-2022-29199</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>SparseTensorToCSRSparseMatrix</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29198">CVE-2022-29198</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>LSTMBlockCell</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29200">CVE-2022-29200</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>Conv3DBackpropFilterV2</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29196">CVE-2022-29196</a>)</li>
<li>Fixes a <code>CHECK</code> failure in depthwise ops via overflows (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2021-41197">CVE-2021-41197</a>)</li>
<li>Fixes issues arising from undefined behavior stemming from users supplying invalid resource handles (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29207">CVE-2022-29207</a>)</li>
<li>Fixes a segfault due to missing support for quantized types (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29205">CVE-2022-29205</a>)</li>
<li>Fixes a missing validation which results in undefined behavior in <code>SparseTensorDenseAdd</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29206">CVE-2022-29206</a>)</li>
<li>Fixes a missing validation which results in undefined behavior in <code>QuantizedConv2D</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29201">CVE-2022-29201</a>)</li>
<li>Fixes an integer overflow in <code>SpaceToBatchND</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29203">CVE-2022-29203</a>)</li>
<li>Fixes a segfault and OOB write due to incomplete validation in <code>EditDistance</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29208">CVE-2022-29208</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>Conv3DBackpropFilterV2</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29204">CVE-2022-29204</a>)</li>
<li>Fixes a denial of service in <code>tf.ragged.constant</code> due to lack of validation (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29202">CVE-2022-29202</a>)</li>
<li>Fixes a segfault when <code>tf.histogram_fixed_width</code> is called with NaN values (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29211">CVE-2022-29211</a>)</li>
<li>Fixes a core dump when loading TFLite models with quantization (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29212">CVE-2022-29212</a>)</li>
<li>Fixes crashes stemming from incomplete validation in signal ops (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29213">CVE-2022-29213</a>)</li>
<li>Fixes a type confusion leading to <code>CHECK</code>-failure based denial of service (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29209">CVE-2022-29209</a>)</li>
<li>Fixes a heap buffer overflow due to incorrect hash function (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29210">CVE-2022-29210</a>)</li>
<li>Updates <code>curl</code> to <code>7.83.1</code> to handle (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-22576">CVE-2022-22576</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27774">CVE-2022-27774</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27775">CVE-2022-27775</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27776">CVE-2022-27776</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27778">CVE-2022-27778</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27779">CVE-2022-27779</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27780">CVE-2022-27780</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27781">CVE-2022-27781</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27782">CVE-2022-27782</a> and (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-30115">CVE-2022-30115</a></li>
<li>Updates <code>zlib</code> to <code>1.2.12</code> after <code>1.2.11</code> was pulled due to <a href="https://www.openwall.com/lists/oss-security/2022/03/28/1">security issue</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a href="https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md">tensorflow's changelog</a>.</em></p>
<blockquote>
<h1>Release 2.8.1</h1>
<p>This releases introduces several vulnerability fixes:</p>
<ul>
<li>Fixes a code injection in <code>saved_model_cli</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29216">CVE-2022-29216</a>)</li>
<li>Fixes a missing validation which causes <code>TensorSummaryV2</code> to crash (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29193">CVE-2022-29193</a>)</li>
<li>Fixes a missing validation which crashes <code>QuantizeAndDequantizeV4Grad</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29192">CVE-2022-29192</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>DeleteSessionTensor</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29194">CVE-2022-29194</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>GetSessionTensor</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29191">CVE-2022-29191</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>StagePeek</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29195">CVE-2022-29195</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>UnsortedSegmentJoin</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29197">CVE-2022-29197</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>LoadAndRemapMatrix</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29199">CVE-2022-29199</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>SparseTensorToCSRSparseMatrix</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29198">CVE-2022-29198</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>LSTMBlockCell</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29200">CVE-2022-29200</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>Conv3DBackpropFilterV2</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29196">CVE-2022-29196</a>)</li>
<li>Fixes a <code>CHECK</code> failure in depthwise ops via overflows (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2021-41197">CVE-2021-41197</a>)</li>
<li>Fixes issues arising from undefined behavior stemming from users supplying invalid resource handles (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29207">CVE-2022-29207</a>)</li>
<li>Fixes a segfault due to missing support for quantized types (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29205">CVE-2022-29205</a>)</li>
<li>Fixes a missing validation which results in undefined behavior in <code>SparseTensorDenseAdd</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29206">CVE-2022-29206</a>)</li>
<li>Fixes a missing validation which results in undefined behavior in <code>QuantizedConv2D</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29201">CVE-2022-29201</a>)</li>
<li>Fixes an integer overflow in <code>SpaceToBatchND</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29203">CVE-2022-29203</a>)</li>
<li>Fixes a segfault and OOB write due to incomplete validation in <code>EditDistance</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29208">CVE-2022-29208</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>Conv3DBackpropFilterV2</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29204">CVE-2022-29204</a>)</li>
<li>Fixes a denial of service in <code>tf.ragged.constant</code> due to lack of validation (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29202">CVE-2022-29202</a>)</li>
<li>Fixes a segfault when <code>tf.histogram_fixed_width</code> is called with NaN values (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29211">CVE-2022-29211</a>)</li>
<li>Fixes a core dump when loading TFLite models with quantization (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29212">CVE-2022-29212</a>)</li>
<li>Fixes crashes stemming from incomplete validation in signal ops (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29213">CVE-2022-29213</a>)</li>
<li>Fixes a type confusion leading to <code>CHECK</code>-failure based denial of service (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29209">CVE-2022-29209</a>)</li>
<li>Fixes a heap buffer overflow due to incorrect hash function (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29210">CVE-2022-29210</a>)</li>
<li>Updates <code>curl</code> to <code>7.83.1</code> to handle (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-22576">CVE-2022-22576</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27774">CVE-2022-27774</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27775">CVE-2022-27775</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27776">CVE-2022-27776</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27778">CVE-2022-27778</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27779">CVE-2022-27779</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27780">CVE-2022-27780</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27781">CVE-2022-27781</a>, (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-27782">CVE-2022-27782</a> and (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=VE-2022-30115">CVE-2022-30115</a></li>
<li>Updates <code>zlib</code> to <code>1.2.12</code> after <code>1.2.11</code> was pulled due to <a href="https://www.openwall.com/lists/oss-security/2022/03/28/1">security issue</a></li>
</ul>
<h1>Release 2.7.2</h1>
<p>This releases introduces several vulnerability fixes:</p>
<ul>
<li>Fixes a code injection in <code>saved_model_cli</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29216">CVE-2022-29216</a>)</li>
<li>Fixes a missing validation which causes <code>TensorSummaryV2</code> to crash (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29193">CVE-2022-29193</a>)</li>
<li>Fixes a missing validation which crashes <code>QuantizeAndDequantizeV4Grad</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29192">CVE-2022-29192</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>DeleteSessionTensor</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29194">CVE-2022-29194</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>GetSessionTensor</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29191">CVE-2022-29191</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>StagePeek</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29195">CVE-2022-29195</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>UnsortedSegmentJoin</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29197">CVE-2022-29197</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>LoadAndRemapMatrix</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29199">CVE-2022-29199</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>SparseTensorToCSRSparseMatrix</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29198">CVE-2022-29198</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>LSTMBlockCell</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29200">CVE-2022-29200</a>)</li>
<li>Fixes a missing validation which causes denial of service via <code>Conv3DBackpropFilterV2</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29196">CVE-2022-29196</a>)</li>
<li>Fixes a <code>CHECK</code> failure in depthwise ops via overflows (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2021-41197">CVE-2021-41197</a>)</li>
<li>Fixes issues arising from undefined behavior stemming from users supplying invalid resource handles (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29207">CVE-2022-29207</a>)</li>
<li>Fixes a segfault due to missing support for quantized types (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29205">CVE-2022-29205</a>)</li>
<li>Fixes a missing validation which results in undefined behavior in <code>SparseTensorDenseAdd</code> (<a href="https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2022-29206">CVE-2022-29206</a>)</li>
</ul>
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</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a href="https://github.com/tensorflow/tensorflow/commit/0516d4d8bced506cae97dc3cb45dbd2fe4311f26"><code>0516d4d</code></a> Merge pull request <a href="https://github-redirect.dependabot.com/tensorflow/tensorflow/issues/56035">#56035</a> from tensorflow-jenkins/relnotes-2.8.1-4205</li>
<li><a href="https://github.com/tensorflow/tensorflow/commit/25faa9f51698b743af7f66304efa2d412a15427a"><code>25faa9f</code></a> Update RELEASE.md</li>
<li><a href="https://github.com/tensorflow/tensorflow/commit/0d75d6ad32402c939ca29b73de47ea2b2b3a03d2"><code>0d75d6a</code></a> Merge pull request <a href="https://github-redirect.dependabot.com/tensorflow/tensorflow/issues/56074">#56074</a> from tensorflow/fix-r2.8-build</li>
<li><a href="https://github.com/tensorflow/tensorflow/commit/b82dff5267ac2b6bac124d24929b2b4a891338a8"><code>b82dff5</code></a> Install dep as user</li>
<li><a href="https://github.com/tensorflow/tensorflow/commit/1e7468765d5aac6208b3df06dea8747aea2dd7d5"><code>1e74687</code></a> Merge pull request <a href="https://github-redirect.dependabot.com/tensorflow/tensorflow/issues/56071">#56071</a> from tensorflow/fix-r2.8-build</li>
<li><a href="https://github.com/tensorflow/tensorflow/commit/86bbc7004f0631a194ae1ea48f8f6b69811cdb84"><code>86bbc70</code></a> Another attempt at fixing <a href="https://github-redirect.dependabot.com/pypa/setuptools/issues/3293">pypa/setuptools#3293</a></li>
<li><a href="https://github.com/tensorflow/tensorflow/commit/fd5fbebf32a09030ea30f2324ed2276b104e3c9c"><code>fd5fbeb</code></a> Merge pull request <a href="https://github-redirect.dependabot.com/tensorflow/tensorflow/issues/56068">#56068</a> from tensorflow/mm-cp-52488e5072f6fe44411d70c6af09e...</li>
<li><a href="https://github.com/tensorflow/tensorflow/commit/bdb80bc3de2f412cf27747f9e68d93f5a69283ce"><code>bdb80bc</code></a> Merge pull request <a href="https://github-redirect.dependabot.com/tensorflow/tensorflow/issues/56060">#56060</a> from yongtang:curl-7.83.1</li>
<li><a href="https://github.com/tensorflow/tensorflow/commit/3f8784c87c7647b11683e8b7a21b355e03a570b4"><code>3f8784c</code></a> Merge pull request <a href="https://github-redirect.dependabot.com/tensorflow/tensorflow/issues/56064">#56064</a> from tensorflow/mihaimaruseac-patch-1</li>
<li><a href="https://github.com/tensorflow/tensorflow/commit/0da453f218b4ed7c53fa2b5a0fcb5b272944fbb3"><code>0da453f</code></a> Fix pip install ordering</li>
<li>Additional commits viewable in <a href="https://github.com/tensorflow/tensorflow/compare/v2.8.0...v2.8.1">compare view</a></li>
</ul>
</details>
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